From c975beb6f2fc413a65d44710cc1502e3fb0f7b4b Mon Sep 17 00:00:00 2001
From: LLLin000 <809867916@qq.com>
Date: Fri, 3 Jul 2026 16:19:46 +0800
Subject: [PATCH] feat(ocr): wire vnext special fallback passes into
orchestrator
---
paperforge/worker/ocr_figures.py | 13 +-
.../YGH7VEX6/blocks.structured.jsonl | 189 ++++++++++++++++++
tests/test_ocr_figure_vnext_real_papers.py | 11 +
3 files changed, 211 insertions(+), 2 deletions(-)
create mode 100644 tests/fixtures/ocr_vnext_real_papers/YGH7VEX6/blocks.structured.jsonl
diff --git a/paperforge/worker/ocr_figures.py b/paperforge/worker/ocr_figures.py
index 7e1b6213..309cce72 100644
--- a/paperforge/worker/ocr_figures.py
+++ b/paperforge/worker/ocr_figures.py
@@ -2982,21 +2982,30 @@ def build_figure_inventory(structured_blocks: list[dict], page_width: float = 12
return build_figure_inventory_legacy(structured_blocks, page_width, page_pdf_lines_by_page)
def build_figure_inventory_vnext(structured_blocks: list[dict], page_width: float = 1200) -> dict[str, Any]:
+ from .ocr_figure_vnext_bundle_pass import LegendBundlePass
from .ocr_figure_vnext_corpus import FigureCandidateIndex, FigureCorpus
-
+ from .ocr_figure_vnext_locator_pass import LocatorBridgePass
from .ocr_figure_vnext_passes import (
CrossPageReservationPass,
CrossPageSettlementPass,
PrimarySamePagePass,
_resource_page,
)
+ from .ocr_figure_vnext_sidecar_pass import SidecarPass
from .ocr_figure_vnext_state import FigurePipelineState, OwnershipLedger
corpus = FigureCorpus.from_blocks(structured_blocks, page_width=page_width)
candidate_index = FigureCandidateIndex.from_corpus(corpus)
state = FigurePipelineState(corpus=corpus, candidate_index=candidate_index, ledger=OwnershipLedger())
reports = []
- for pass_cls in (PrimarySamePagePass, CrossPageReservationPass, CrossPageSettlementPass):
+ for pass_cls in (
+ PrimarySamePagePass,
+ SidecarPass,
+ LocatorBridgePass,
+ CrossPageReservationPass,
+ CrossPageSettlementPass,
+ LegendBundlePass,
+ ):
reports.append(pass_cls().run(state))
matched_ids = {str(m.get("legend_block_id", "")) for m in state.matches}
diff --git a/tests/fixtures/ocr_vnext_real_papers/YGH7VEX6/blocks.structured.jsonl b/tests/fixtures/ocr_vnext_real_papers/YGH7VEX6/blocks.structured.jsonl
new file mode 100644
index 00000000..5c302eec
--- /dev/null
+++ b/tests/fixtures/ocr_vnext_real_papers/YGH7VEX6/blocks.structured.jsonl
@@ -0,0 +1,189 @@
+{"paper_id": "YGH7VEX6", "page": 1, "block_id": 0, "raw_label": "header", "raw_order": null, "bbox": [88, 85, 404, 113], "text": "Macromolecular Research", "page_width": 1190, "page_height": 1684, "role": "noise", "role_confidence": 0.9, "evidence": ["header label"], "seed_role": "noise", "seed_confidence": 0.9, "seed_evidence": ["header label"], "span_metadata": [{"size": 12.95740032196045, "font": "TT3D0o00", "flags": 4, "color": 16777215}, {"size": 12.95740032196045, "font": "TT3D0o00", "flags": 4, "color": 37009}], "raw_observation": {"block_id": 0, "page": 1, "raw_label": "header", "text": "Macromolecular Research", "bbox": [88, 85, 404, 113], "page_width": 1190, "page_height": 1684}, "marker_signature": {"type": "none", "raw_marker": null, "number": null, "kind": "generic_text", "normalized_text": "Macromolecular Research"}, "layout_signature": {"width": 316, "width_bucket": 325, "height": 28, "left": 88, "top": 85, "right": 404, "bottom": 113, "x_center": 246.0, "x_center_bucket": 250, "y_center": 99.0, "x_ratio": 0.2067, "y_ratio": 0.0588, "width_ratio": 0.2655, "height_ratio": 0.0166, "line_count": 1}, "span_signature": {"font_size": 12.96, "font_size_median": 12.96, "font_size_bucket": 13.0, "font_family_norm": "TT3D0o00", "bold": false, "italic": true, "span_count": 2}, "_in_visual_container": true, "_container_bbox": [82.91999816894531, 78.1199951171875, 1103.760009765625, 120.239990234375], "_container_text": "Macromolecular Research", "_text_source": null, "_ocr_raw_status": null, "_ocr_raw_error_type": null, "render_default": false, "index_default": false, "zone": "frontmatter_main_zone", "style_family": "support_like", "style_family_authority": "zone_context", "insert_score": {"score": 0.6, "decision": "structured_insert_candidate", "evidence": ["visual_container", "narrow_width"]}, "role_verification_status": "ACCEPT", "role_source": "non_structural_normalized_role", "role_evidence": ["pre-gate normalized non-structural role preserved"]}
+{"paper_id": "YGH7VEX6", "page": 1, "block_id": 1, "raw_label": "header", "raw_order": null, "bbox": [1021, 85, 1108, 112], "text": "Article", "page_width": 1190, "page_height": 1684, "role": "noise", "role_confidence": 0.9, "evidence": ["header label"], "seed_role": "noise", "seed_confidence": 0.9, "seed_evidence": ["header label"], "span_metadata": [{"size": 12.95740032196045, "font": "TT3D0o00", "flags": 4, "color": 37009}], "raw_observation": {"block_id": 1, "page": 1, "raw_label": "header", "text": "Article", "bbox": [1021, 85, 1108, 112], "page_width": 1190, "page_height": 1684}, "marker_signature": {"type": "short_fragment", "raw_marker": "Article", "number": null, "kind": "short_fragment", "normalized_text": "Article"}, "layout_signature": {"width": 87, "width_bucket": 75, "height": 27, "left": 1021, "top": 85, "right": 1108, "bottom": 112, "x_center": 1064.5, "x_center_bucket": 1075, "y_center": 98.5, "x_ratio": 0.8945, "y_ratio": 0.0585, "width_ratio": 0.0731, "height_ratio": 0.016, "line_count": 1}, "span_signature": {"font_size": 12.96, "font_size_median": 12.96, "font_size_bucket": 13.0, "font_family_norm": "TT3D0o00", "bold": false, "italic": true, "span_count": 1}, "_in_visual_container": true, "_container_bbox": [82.91999816894531, 78.1199951171875, 1103.760009765625, 120.239990234375], "_container_text": "Article", "_text_source": null, "_ocr_raw_status": null, "_ocr_raw_error_type": null, "render_default": false, "index_default": false, "zone": "frontmatter_main_zone", "style_family": "support_like", "style_family_authority": "zone_context", "reading_band_id": "band_057", "display_cluster_candidate_id": "", "layout_region": "body_flow", "boundary_before": "none", "boundary_after": "none", "bridge_eligible": false, "insert_score": {"score": 0.6, "decision": "structured_insert_candidate", "evidence": ["visual_container", "narrow_width"]}, "role_verification_status": "ACCEPT", "role_source": "non_structural_normalized_role", "role_evidence": ["pre-gate normalized non-structural role preserved"]}
+{"paper_id": "YGH7VEX6", "page": 1, "block_id": 2, "raw_label": "header", "raw_order": null, "bbox": [82, 128, 318, 151], "text": "DOI 10.1007/s13233-020-8168-z", "page_width": 1190, "page_height": 1684, "role": "noise", "role_confidence": 0.9, "evidence": ["header label"], "seed_role": "noise", "seed_confidence": 0.9, "seed_evidence": ["header label"], "span_metadata": [{"size": 7.978349685668945, "font": "TT3CFo00", "flags": 4, "color": 0}], "raw_observation": {"block_id": 2, "page": 1, "raw_label": "header", "text": "DOI 10.1007/s13233-020-8168-z", "bbox": [82, 128, 318, 151], "page_width": 1190, "page_height": 1684}, "marker_signature": {"type": "none", "raw_marker": null, "number": null, "kind": "generic_text", "normalized_text": "DOI 10.1007/s13233-020-8168-z"}, "layout_signature": {"width": 236, "width_bucket": 225, "height": 23, "left": 82, "top": 128, "right": 318, "bottom": 151, "x_center": 200.0, "x_center_bucket": 200, "y_center": 139.5, "x_ratio": 0.1681, "y_ratio": 0.0828, "width_ratio": 0.1983, "height_ratio": 0.0137, "line_count": 1}, "span_signature": {"font_size": 7.98, "font_size_median": 7.98, "font_size_bucket": 8.0, "font_family_norm": "TT3CFo00", "bold": false, "italic": true, "span_count": 1}, "_in_visual_container": null, "_container_bbox": null, "_container_text": null, "_text_source": null, "_ocr_raw_status": null, "_ocr_raw_error_type": null, "render_default": false, "index_default": false, "zone": "frontmatter_main_zone", "style_family": "support_like", "style_family_authority": "zone_context", "reading_band_id": "band_057", "display_cluster_candidate_id": "", "layout_region": "body_flow", "boundary_before": "none", "boundary_after": "none", "bridge_eligible": false, "insert_score": {"score": 0.15, "decision": "body", "evidence": ["narrow_width"]}, "role_verification_status": "ACCEPT", "role_source": "non_structural_normalized_role", "role_evidence": ["pre-gate normalized non-structural role preserved"]}
+{"paper_id": "YGH7VEX6", "page": 1, "block_id": 3, "raw_label": "header", "raw_order": null, "bbox": [655, 129, 1108, 152], "text": "www.springer.com/13233 pISSN 1598-5032 eISSN 2092-7673", "page_width": 1190, "page_height": 1684, "role": "noise", "role_confidence": 0.9, "evidence": ["header label"], "seed_role": "noise", "seed_confidence": 0.9, "seed_evidence": ["header label"], "span_metadata": [{"size": 7.978349685668945, "font": "TT3CFo00", "flags": 4, "color": 0}, {"size": 7.978349685668945, "font": "TT3CFo00", "flags": 4, "color": 0}, {"size": 7.978349685668945, "font": "TT3CFo00", "flags": 4, "color": 0}, {"size": 7.978349685668945, "font": "TT3CFo00", "flags": 4, "color": 0}, {"size": 7.978349685668945, "font": "TT3CFo00", "flags": 4, "color": 0}], "raw_observation": {"block_id": 3, "page": 1, "raw_label": "header", "text": "www.springer.com/13233 pISSN 1598-5032 eISSN 2092-7673", "bbox": [655, 129, 1108, 152], "page_width": 1190, "page_height": 1684}, "marker_signature": {"type": "none", "raw_marker": null, "number": null, "kind": "generic_text", "normalized_text": "www.springer.com/13233 pISSN 1598-5032 eISSN 2092-7673"}, "layout_signature": {"width": 453, "width_bucket": 450, "height": 23, "left": 655, "top": 129, "right": 1108, "bottom": 152, "x_center": 881.5, "x_center_bucket": 875, "y_center": 140.5, "x_ratio": 0.7408, "y_ratio": 0.0834, "width_ratio": 0.3807, "height_ratio": 0.0137, "line_count": 1}, "span_signature": {"font_size": 7.98, "font_size_median": 7.98, "font_size_bucket": 8.0, "font_family_norm": "TT3CFo00", "bold": false, "italic": true, "span_count": 5}, "_in_visual_container": null, "_container_bbox": null, "_container_text": null, "_text_source": null, "_ocr_raw_status": null, "_ocr_raw_error_type": null, "render_default": false, "index_default": false, "zone": "frontmatter_main_zone", "style_family": "support_like", "style_family_authority": "zone_context", "reading_band_id": "band_057", "display_cluster_candidate_id": "", "layout_region": "body_flow", "boundary_before": "none", "boundary_after": "none", "bridge_eligible": false, "insert_score": {"score": 0.15, "decision": "body", "evidence": ["narrow_width"]}, "role_verification_status": "ACCEPT", "role_source": "non_structural_normalized_role", "role_evidence": ["pre-gate normalized non-structural role preserved"]}
+{"paper_id": "YGH7VEX6", "page": 1, "block_id": 4, "raw_label": "doc_title", "raw_order": 1, "bbox": [79, 185, 1054, 258], "text": "Fabrication Tough and Electrically Conductive Graphene-Based Nanocomposite Gels with Self-Oscillating Performance", "page_width": 1190, "page_height": 1684, "role": "paper_title", "role_confidence": 0.8, "evidence": ["page-1 zone title_zone: Fabrication Tough and Electrically Conductive Graphene-Based"], "seed_role": "paper_title", "seed_confidence": 0.8, "seed_evidence": ["page-1 zone title_zone: Fabrication Tough and Electrically Conductive Graphene-Based"], "span_metadata": [{"size": 15.956849098205566, "font": "HelveticaNeue-Bold", "flags": 20, "color": 0}, {"size": 15.956849098205566, "font": "HelveticaNeue-Bold", "flags": 20, "color": 0}], "raw_observation": {"block_id": 4, "page": 1, "raw_label": "doc_title", "text": "Fabrication Tough and Electrically Conductive Graphene-Based Nanocomposite Gels with Self-Oscillating Performance", "bbox": [79, 185, 1054, 258], "page_width": 1190, "page_height": 1684}, "marker_signature": {"type": "none", "raw_marker": null, "number": null, "kind": "generic_text", "normalized_text": "Fabrication Tough and Electrically Conductive Graphene-Based Nanocomposite Gels with Self-Oscillating Performance"}, "layout_signature": {"width": 975, "width_bucket": 975, "height": 73, "left": 79, "top": 185, "right": 1054, "bottom": 258, "x_center": 566.5, "x_center_bucket": 575, "y_center": 221.5, "x_ratio": 0.4761, "y_ratio": 0.1315, "width_ratio": 0.8193, "height_ratio": 0.0433, "line_count": 1}, "span_signature": {"font_size": 15.96, "font_size_median": 15.96, "font_size_bucket": 16.0, "font_family_norm": "HelveticaNeue-Bold", "bold": true, "italic": true, "span_count": 2}, "_in_visual_container": null, "_container_bbox": null, "_container_text": null, "_text_source": null, "_ocr_raw_status": null, "_ocr_raw_error_type": null, "render_default": true, "index_default": true, "zone": "frontmatter_main_zone", "style_family": "support_like", "style_family_authority": "zone_context", "reading_band_id": "band_058", "display_cluster_candidate_id": "", "layout_region": "reference_candidate", "boundary_before": "hard", "boundary_after": "none", "bridge_eligible": false, "insert_score": {"score": 0.0, "decision": "body", "evidence": []}, "role_verification_status": "ACCEPT", "role_source": "source_frontmatter_title_anchor", "role_evidence": ["matched source title anchor"]}
+{"paper_id": "YGH7VEX6", "page": 1, "block_id": 5, "raw_label": "text", "raw_order": 2, "bbox": [78, 288, 217, 463], "text": "Jie Ren $ ^{*} $\nXuemiao Wang\nAixia Zhang\nLan Zhang\nLingling Zhao\nYan Li\nWu Yang\nChemistry & Chemical Engineering College, Northwest Normal University,", "page_width": 1190, "page_height": 1684, "role": "affiliation", "role_confidence": 0.8, "evidence": ["page-1 zone affiliation_zone: Jie Ren $ ^{*} $\nXuemiao Wang\nAixia Zhang\nLan Zhang\nLingling"], "seed_role": "affiliation", "seed_confidence": 0.8, "seed_evidence": ["page-1 zone affiliation_zone: Jie Ren $ ^{*} $\nXuemiao Wang\nAixia Zhang\nLan Zhang\nLingling"], "span_metadata": [{"size": 10.497900009155273, "font": "TT3DDo00", "flags": 4, "color": 0}, {"size": 10.497900009155273, "font": "TT3DDo00", "flags": 4, "color": 0}, {"size": 10.497900009155273, "font": "TT3DDo00", "flags": 4, "color": 0}, {"size": 10.497900009155273, "font": "TT3DDo00", "flags": 4, "color": 0}, {"size": 10.497900009155273, "font": "TT3DDo00", "flags": 4, "color": 0}, {"size": 10.497900009155273, "font": "TT3DDo00", "flags": 4, "color": 0}, {"size": 10.497900009155273, "font": "TT3DDo00", "flags": 4, "color": 0}], "raw_observation": {"block_id": 5, "page": 1, "raw_label": "text", "text": "Jie Ren $ ^{*} $\nXuemiao Wang\nAixia Zhang\nLan Zhang\nLingling Zhao\nYan Li\nWu Yang\nChemistry & Chemical Engineering College, Northwest Normal University,", "bbox": [78, 288, 217, 463], "page_width": 1190, "page_height": 1684}, "marker_signature": {"type": "none", "raw_marker": null, "number": null, "kind": "generic_text", "normalized_text": "Jie Ren $ ^{*} $\nXuemiao Wang\nAixia Zhang\nLan Zhang\nLingling Zhao\nYan Li\nWu Yang\nChemistry & Chemical Engineering College, Northwest Normal University,"}, "layout_signature": {"width": 139, "width_bucket": 150, "height": 175, "left": 78, "top": 288, "right": 217, "bottom": 463, "x_center": 147.5, "x_center_bucket": 150, "y_center": 375.5, "x_ratio": 0.1239, "y_ratio": 0.223, "width_ratio": 0.1168, "height_ratio": 0.1039, "line_count": 1}, "span_signature": {"font_size": 10.5, "font_size_median": 10.5, "font_size_bucket": 10.5, "font_family_norm": "TT3DDo00", "bold": false, "italic": true, "span_count": 7}, "_in_visual_container": null, "_container_bbox": null, "_container_text": null, "_text_source": null, "_ocr_raw_status": null, "_ocr_raw_error_type": null, "render_default": true, "index_default": true, "zone": "frontmatter_main_zone", "style_family": "support_like", "style_family_authority": "zone_context", "reading_band_id": "band_060", "display_cluster_candidate_id": "", "layout_region": "reference_candidate", "boundary_before": "weak", "boundary_after": "none", "bridge_eligible": false, "insert_score": {"score": 0.15, "decision": "body", "evidence": ["narrow_width"]}, "role_verification_status": "ACCEPT", "role_source": "non_structural_normalized_role", "role_evidence": ["pre-gate normalized non-structural role preserved"]}
+{"paper_id": "YGH7VEX6", "page": 1, "block_id": 6, "raw_label": "text", "raw_order": 3, "bbox": [336, 289, 918, 313], "text": "", "page_width": 1190, "page_height": 1684, "role": "ocr_text_missing", "role_confidence": 0.8, "evidence": ["ocr detected text region (raw_label=text) but no text extracted; no pdf backfill available"], "seed_role": "ocr_text_missing", "seed_confidence": 0.8, "seed_evidence": ["ocr detected text region (raw_label=text) but no text extracted; no pdf backfill available"], "span_metadata": [{"size": 9.4781494140625, "font": "TT3D5o00", "flags": 4, "color": 0}], "raw_observation": {"block_id": 6, "page": 1, "raw_label": "text", "text": "", "bbox": [336, 289, 918, 313], "page_width": 1190, "page_height": 1684}, "marker_signature": {"type": "empty", "raw_marker": null, "number": null, "kind": null, "normalized_text": ""}, "layout_signature": {"width": 582, "width_bucket": 575, "height": 24, "left": 336, "top": 289, "right": 918, "bottom": 313, "x_center": 627.0, "x_center_bucket": 625, "y_center": 301.0, "x_ratio": 0.5269, "y_ratio": 0.1787, "width_ratio": 0.4891, "height_ratio": 0.0143, "line_count": 1}, "span_signature": {"font_size": 9.48, "font_size_median": 9.48, "font_size_bucket": 9.5, "font_family_norm": "TT3D5o00", "bold": false, "italic": true, "span_count": 1}, "_in_visual_container": null, "_container_bbox": null, "_container_text": null, "_text_source": null, "_ocr_raw_status": null, "_ocr_raw_error_type": null, "render_default": true, "index_default": true, "zone": "frontmatter_main_zone", "style_family": "support_like", "style_family_authority": "zone_context", "_needs_pdf_fallback": true, "reading_band_id": "band_060", "display_cluster_candidate_id": "", "layout_region": "reference_candidate", "boundary_before": "weak", "boundary_after": "none", "bridge_eligible": false, "insert_score": {"score": 0.0, "decision": "body", "evidence": []}, "role_verification_status": "ACCEPT", "role_source": "non_structural_normalized_role", "role_evidence": ["pre-gate normalized non-structural role preserved"]}
+{"paper_id": "YGH7VEX6", "page": 1, "block_id": 7, "raw_label": "text", "raw_order": 4, "bbox": [337, 314, 1011, 337], "text": "Key Lab of Bioelectrochemistry & Environmental Analysis of Gansu, Key Lab of Polymer", "page_width": 1190, "page_height": 1684, "role": "authors", "role_confidence": 0.8, "evidence": ["page-1 zone author_zone: Key Lab of Bioelectrochemistry & Environmental Analysis of G"], "seed_role": "authors", "seed_confidence": 0.8, "seed_evidence": ["page-1 zone author_zone: Key Lab of Bioelectrochemistry & Environmental Analysis of G"], "span_metadata": [{"size": 9.4781494140625, "font": "TT3D5o00", "flags": 4, "color": 0}], "raw_observation": {"block_id": 7, "page": 1, "raw_label": "text", "text": "Key Lab of Bioelectrochemistry & Environmental Analysis of Gansu, Key Lab of Polymer", "bbox": [337, 314, 1011, 337], "page_width": 1190, "page_height": 1684}, "marker_signature": {"type": "none", "raw_marker": null, "number": null, "kind": "generic_text", "normalized_text": "Key Lab of Bioelectrochemistry & Environmental Analysis of Gansu, Key Lab of Polymer"}, "layout_signature": {"width": 674, "width_bucket": 675, "height": 23, "left": 337, "top": 314, "right": 1011, "bottom": 337, "x_center": 674.0, "x_center_bucket": 675, "y_center": 325.5, "x_ratio": 0.5664, "y_ratio": 0.1933, "width_ratio": 0.5664, "height_ratio": 0.0137, "line_count": 1}, "span_signature": {"font_size": 9.48, "font_size_median": 9.48, "font_size_bucket": 9.5, "font_family_norm": "TT3D5o00", "bold": false, "italic": true, "span_count": 1}, "_in_visual_container": null, "_container_bbox": null, "_container_text": null, "_text_source": null, "_ocr_raw_status": null, "_ocr_raw_error_type": null, "render_default": true, "index_default": true, "zone": "frontmatter_main_zone", "style_family": "support_like", "style_family_authority": "zone_context", "reading_band_id": "band_060", "display_cluster_candidate_id": "", "layout_region": "reference_candidate", "boundary_before": "weak", "boundary_after": "none", "bridge_eligible": false, "insert_score": {"score": 0.0, "decision": "body", "evidence": []}, "role_verification_status": "ACCEPT", "role_source": "frontmatter_zone_authors", "role_evidence": ["authors accepted via frontmatter_main_zone + text label"]}
+{"paper_id": "YGH7VEX6", "page": 1, "block_id": 8, "raw_label": "text", "raw_order": 5, "bbox": [337, 338, 1042, 362], "text": "Materials of Ministry of Education of Ecological Environment, Lanzhou, 730070, P. R. China", "page_width": 1190, "page_height": 1684, "role": "authors", "role_confidence": 0.8, "evidence": ["page-1 zone author_zone: Materials of Ministry of Education of Ecological Environment"], "seed_role": "authors", "seed_confidence": 0.8, "seed_evidence": ["page-1 zone author_zone: Materials of Ministry of Education of Ecological Environment"], "span_metadata": [{"size": 9.4781494140625, "font": "TT3D5o00", "flags": 4, "color": 0}], "raw_observation": {"block_id": 8, "page": 1, "raw_label": "text", "text": "Materials of Ministry of Education of Ecological Environment, Lanzhou, 730070, P. R. China", "bbox": [337, 338, 1042, 362], "page_width": 1190, "page_height": 1684}, "marker_signature": {"type": "none", "raw_marker": null, "number": null, "kind": "generic_text", "normalized_text": "Materials of Ministry of Education of Ecological Environment, Lanzhou, 730070, P. R. China"}, "layout_signature": {"width": 705, "width_bucket": 700, "height": 24, "left": 337, "top": 338, "right": 1042, "bottom": 362, "x_center": 689.5, "x_center_bucket": 700, "y_center": 350.0, "x_ratio": 0.5794, "y_ratio": 0.2078, "width_ratio": 0.5924, "height_ratio": 0.0143, "line_count": 1}, "span_signature": {"font_size": 9.48, "font_size_median": 9.48, "font_size_bucket": 9.5, "font_family_norm": "TT3D5o00", "bold": false, "italic": true, "span_count": 1}, "_in_visual_container": null, "_container_bbox": null, "_container_text": null, "_text_source": null, "_ocr_raw_status": null, "_ocr_raw_error_type": null, "render_default": true, "index_default": true, "zone": "frontmatter_main_zone", "style_family": "support_like", "style_family_authority": "zone_context", "reading_band_id": "band_060", "display_cluster_candidate_id": "", "layout_region": "reference_candidate", "boundary_before": "weak", "boundary_after": "none", "bridge_eligible": false, "insert_score": {"score": 0.0, "decision": "body", "evidence": []}, "role_verification_status": "ACCEPT", "role_source": "frontmatter_zone_authors", "role_evidence": ["authors accepted via frontmatter_main_zone + text label"]}
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Therefore, improving the toughness and electrical conductivity of materials while maintaining appropriate stiffness are still important for extending materials' applications. To date, designing double network (DN) structure hydrogels to improving the toughness have gained increasing attentions. $ ^{16,17} $ At the same time, employing electrical conductive nanoparticles to improve toughness by physical cross-linking and electrical conductivity simultaneously also has been investigated broadly. $ ^{18,19} $ Due to its unique electrical and mechanical properties, $ ^{20} $ graphene oxide (GO) was often selected to prepare nanocomposite hydrogels. 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Also, graphene hydrogels prepared by chemical reduction possess high conductivity of 1.3-3.2 S·m $ ^{-1} $ and a supercapacitor based on the prepared hydrogels exhibited a high specific capacitance and can be maintained for 74% as the discharging current density increasing to 100 A·g $ ^{-1} $. $ ^{27} $ The excellent performances of the supercapacitor make it promising for high rate charge/discharge applications. Mohammadi et al. $ ^{28} $ developed a strategy to fabricate GO/PAA/gelatin hydrogels. A wide range of pore diameters and mechanical stiffness composites polymer were obtained. 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| Samples | RGO (wt%) | Fe (phen) $ _{3} $ (g) | AM (g) | AA (g) | MBA (g) | APS (g) |
| G1 | 0.17 | 0.025 | 4.0 | 1.0 | 0.015 | 0.01 |
| G2 | 0.23 | 0.025 | 4.0 | 1.0 | 0.015 | 0.01 |
| G3 | 0.29 | 0.025 | 4.0 | 1.0 | 0.015 | 0.01 |
| G4 | 0.34 | 0.025 | 4.0 | 1.0 | 0.015 | 0.01 |
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+{"paper_id": "YGH7VEX6", "page": 4, "block_id": 14, "raw_label": "text", "raw_order": 10, "bbox": [604, 586, 1110, 882], "text": "stretching vibration of -NH in acrylamide. The absorption peaks at 1448 cm⁻¹, 803 cm⁻¹, and 662 cm⁻¹ attributes to the C=C stretching vibration absorption peak and C-H bending vibration characteristic peak of the 1,10-phenanthroline ring. The strong characteristic absorption peak at 1652 cm⁻¹ attributes to the C=O stretching vibration in acrylic acid. Due to the hydrogen bonding, the stretching vibration peaks for C=O of the present gels shift to shorter wavenumbers remarkably, which indicating the RGO doped in the system by physical cross-linking. The absorption peaks at 1298 cm⁻¹ and 1163 cm⁻¹ are mainly the C-H stretching vibration and bending vibration C-O. In summary, poly(AM-co-AA-co-Fe(phen)₃/RGO gel was successfully prepared.", "page_width": 1190, "page_height": 1684, "role": "body_paragraph", "role_confidence": 0.6, "evidence": ["default body_paragraph for text label"], "seed_role": "body_paragraph", "seed_confidence": 0.6, "seed_evidence": ["default body_paragraph for text label"], "span_metadata": [{"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 5.99869966506958, "font": "TT3DCo00", "flags": 5, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 5.99869966506958, "font": "TT3DCo00", "flags": 5, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 5.99869966506958, "font": "TT3DCo00", "flags": 5, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 5.99869966506958, "font": "TT3DCo00", "flags": 5, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 5.99869966506958, "font": "TT3DCo00", "flags": 5, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 5.99869966506958, "font": "TT3DCo00", "flags": 5, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3DBo00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3DBo00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 5.99869966506958, "font": "TT3DCo00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}], "raw_observation": {"block_id": 14, "page": 4, "raw_label": "text", "text": "stretching vibration of -NH in acrylamide. The absorption peaks at 1448 cm⁻¹, 803 cm⁻¹, and 662 cm⁻¹ attributes to the C=C stretching vibration absorption peak and C-H bending vibration characteristic peak of the 1,10-phenanthroline ring. The strong characteristic absorption peak at 1652 cm⁻¹ attributes to the C=O stretching vibration in acrylic acid. Due to the hydrogen bonding, the stretching vibration peaks for C=O of the present gels shift to shorter wavenumbers remarkably, which indicating the RGO doped in the system by physical cross-linking. The absorption peaks at 1298 cm⁻¹ and 1163 cm⁻¹ are mainly the C-H stretching vibration and bending vibration C-O. In summary, poly(AM-co-AA-co-Fe(phen)₃/RGO gel was successfully prepared.", "bbox": [604, 586, 1110, 882], "page_width": 1190, "page_height": 1684}, "marker_signature": {"type": "none", "raw_marker": null, "number": null, "kind": "generic_text", "normalized_text": "stretching vibration of -NH in acrylamide. The absorption peaks at 1448 cm⁻¹, 803 cm⁻¹, and 662 cm⁻¹ attributes to the C=C stretching vibration absorption peak and C-H bending vibration characteristic peak of the 1,10-phenanthroline ring. The strong characteristic absorption peak at 1652 cm⁻¹ attributes to the C=O stretching vibration in acrylic acid. Due to the hydrogen bonding, the stretching vibration peaks for C=O of the present gels shift to shorter wavenumbers remarkably, which indicating the RGO doped in the system by physical cross-linking. The absorption peaks at 1298 cm⁻¹ and 1163 cm⁻¹ are mainly the C-H stretching vibration and bending vibration C-O. In summary, poly(AM-co-AA-co-Fe(phen)₃/RGO gel was successfully prepared."}, "layout_signature": {"width": 506, "width_bucket": 500, "height": 296, "left": 604, "top": 586, "right": 1110, "bottom": 882, "x_center": 857.0, "x_center_bucket": 850, "y_center": 734.0, "x_ratio": 0.7202, "y_ratio": 0.4359, "width_ratio": 0.4252, "height_ratio": 0.1758, "line_count": 1}, "span_signature": {"font_size": 9.0, "font_size_median": 9.96, "font_size_bucket": 9.0, "font_family_norm": "TT3D9o00", "bold": false, "italic": true, "span_count": 29}, "_in_visual_container": null, "_container_bbox": null, "_container_text": null, "_text_source": null, "_ocr_raw_status": null, "_ocr_raw_error_type": null, "render_default": true, "index_default": true, "zone": "body_zone", "style_family": "body_like", "style_family_authority": "body_zone_with_anchor", "reading_band_id": "band_060", "display_cluster_candidate_id": "", "layout_region": "reference_candidate", "boundary_before": "weak", "boundary_after": "none", "bridge_eligible": false, "insert_score": {"score": 0.15, "decision": "body", "evidence": ["narrow_width"]}, "role_verification_status": "ACCEPT", "role_source": "non_structural_normalized_role", "role_evidence": ["pre-gate normalized non-structural role preserved"]}
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+{"paper_id": "YGH7VEX6", "page": 4, "block_id": 16, "raw_label": "text", "raw_order": 11, "bbox": [601, 882, 1110, 1496], "text": "In general, X-ray photoelectron spectroscopy (XPS) is a versatile surface analysis technique that can be used for compositional and chemical states analysis. It is useful for both electrically conductive and non-conductive materials. The X-ray photoelectron spectroscopy of the G4 sample is shown in Figure 6. It can be seen that the binding energy at 287 eV and 533 eV correspond to C1s and O1s in the gel, and the binding energy of N1s is found at 400 eV. The peak positions and the satellite peaks for the Fe 2p1/2 and Fe 2p3/2 depend on sensitively to the oxidation states of Fe.³⁹ The peaks at 708 eV and 724 eV are assigned to the Fe 2p3/2 and Fe 2p1/2 signals, respectively (Figure 6(b)). The satellite peak obtained at 719.9 eV is distinguishable and is a satellite peak for Fe 2p1/2. Besides, there appears another satellite peak at 729.3 eV; this may be a satellite peak for Fe 2p1/2. The presence of the peak at 724 eV and the satellite peak at 737.1 eV confirmed the existence of Fe(III). The satellite peak at 713.4 eV for Fe 2p3/2 was observed. The presence of this 'shoulder' satellite peak and the binding energy difference between the Fe 2p3/2 peak and the satellite peak being approximately 6 eV is the clear evidence of the existence of Fe(II).⁴⁰ The peaks at 708 eV and 719.9 eV confirmed the existence of Fe(0). These results indicate that metallic iron is formed by the reduction effect of RGO or residual hydrazine hydrate while preparing RGO. Table 2 lists the atomic contents of carbon, oxygen, nitrogen, and iron in the prepared gel.", "page_width": 1190, "page_height": 1684, "role": "body_paragraph", "role_confidence": 0.6, "evidence": ["default body_paragraph for text label"], "seed_role": "body_paragraph", "seed_confidence": 0.6, "seed_evidence": ["default body_paragraph for text label"], "span_metadata": [{"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 5.99869966506958, "font": "TT3DCo00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 5.99869966506958, "font": "TT3DCo00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 5.99869966506958, "font": "TT3DCo00", "flags": 5, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 5.99869966506958, "font": "TT3DCo00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 5.99869966506958, "font": "TT3DCo00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 5.99869966506958, "font": "TT3DCo00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 5.99869966506958, "font": "TT3DCo00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 5.99869966506958, "font": "TT3DCo00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 5.99869966506958, "font": "TT3DCo00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 5.99869966506958, "font": "TT3DCo00", "flags": 5, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}], "raw_observation": {"block_id": 16, "page": 4, "raw_label": "text", "text": "In general, X-ray photoelectron spectroscopy (XPS) is a versatile surface analysis technique that can be used for compositional and chemical states analysis. It is useful for both electrically conductive and non-conductive materials. The X-ray photoelectron spectroscopy of the G4 sample is shown in Figure 6. It can be seen that the binding energy at 287 eV and 533 eV correspond to C1s and O1s in the gel, and the binding energy of N1s is found at 400 eV. The peak positions and the satellite peaks for the Fe 2p1/2 and Fe 2p3/2 depend on sensitively to the oxidation states of Fe.³⁹ The peaks at 708 eV and 724 eV are assigned to the Fe 2p3/2 and Fe 2p1/2 signals, respectively (Figure 6(b)). The satellite peak obtained at 719.9 eV is distinguishable and is a satellite peak for Fe 2p1/2. Besides, there appears another satellite peak at 729.3 eV; this may be a satellite peak for Fe 2p1/2. The presence of the peak at 724 eV and the satellite peak at 737.1 eV confirmed the existence of Fe(III). The satellite peak at 713.4 eV for Fe 2p3/2 was observed. The presence of this 'shoulder' satellite peak and the binding energy difference between the Fe 2p3/2 peak and the satellite peak being approximately 6 eV is the clear evidence of the existence of Fe(II).⁴⁰ The peaks at 708 eV and 719.9 eV confirmed the existence of Fe(0). These results indicate that metallic iron is formed by the reduction effect of RGO or residual hydrazine hydrate while preparing RGO. Table 2 lists the atomic contents of carbon, oxygen, nitrogen, and iron in the prepared gel.", "bbox": [601, 882, 1110, 1496], "page_width": 1190, "page_height": 1684}, "marker_signature": {"type": "none", "raw_marker": null, "number": null, "kind": "generic_text", "normalized_text": "In general, X-ray photoelectron spectroscopy (XPS) is a versatile surface analysis technique that can be used for compositional and chemical states analysis. It is useful for both electrically conductive and non-conductive materials. The X-ray photoelectron spectroscopy of the G4 sample is shown in Figure 6. It can be seen that the binding energy at 287 eV and 533 eV correspond to C1s and O1s in the gel, and the binding energy of N1s is found at 400 eV. The peak positions and the satellite peaks for the Fe 2p1/2 and Fe 2p3/2 depend on sensitively to the oxidation states of Fe.³⁹ The peaks at 708 eV and 724 eV are assigned to the Fe 2p3/2 and Fe 2p1/2 signals, respectively (Figure 6(b)). The satellite peak obtained at 719.9 eV is distinguishable and is a satellite peak for Fe 2p1/2. Besides, there appears another satellite peak at 729.3 eV; this may be a satellite peak for Fe 2p1/2. The presence of the peak at 724 eV and the satellite peak at 737.1 eV confirmed the existence of Fe(III). The satellite peak at 713.4 eV for Fe 2p3/2 was observed. The presence of this 'shoulder' satellite peak and the binding energy difference between the Fe 2p3/2 peak and the satellite peak being approximately 6 eV is the clear evidence of the existence of Fe(II).⁴⁰ The peaks at 708 eV and 719.9 eV confirmed the existence of Fe(0). These results indicate that metallic iron is formed by the reduction effect of RGO or residual hydrazine hydrate while preparing RGO. 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Graphene has its unique Raman characteristic peaks. The G band attributes the $ E_{2g} $ mode of $ sp^2 $ carbon atoms which appears at 1580 cm $ ^{-1} $. The G band reflects the symmetry and degree of order of the structure of the material. The D band attributes the $ A_{1g} $ mode which appears at 1360 cm $ ^{-1} $. The D band reflects the structural defects related to partially disordered structures by the attachments of functional groups on the graphene-based plane. Comparing with pure RGO, both the D and G bands of RGO in the composite gels shift towards shorter wavenumbers. Also, the intensity of both the D and G bands decreases correspondingly. The main reason is attributed to the ultrasonic-induced defects of RGO in the preparation process of composite gels. Besides, the oxygenated functionalities in GO diminished through chemical reduction, and the conjugated structure of graphene was restored. The restored conjugated structure of graphene sheets provided them with a greatly increased amount of $ \\pi\\pi $ stacking sites to form extremely strong bindings between each other. The peaks around 1200 cm $ ^{-1} $ are attributed to the skeleton vibration of the 1,10-phenanthroline ring. The strong absorption peaks at 1450 and 1520 cm $ ^{-1} $ are attributed to the stretching vibration of C=C and C=N groups, respectively.", "bbox": [78, 1177, 586, 1545], "page_width": 1190, "page_height": 1684}, "marker_signature": {"type": "none", "raw_marker": null, "number": null, "kind": "generic_text", "normalized_text": "gels were shown in Figure 7. Graphene has its unique Raman characteristic peaks. The G band attributes the $ E_{2g} $ mode of $ sp^2 $ carbon atoms which appears at 1580 cm $ ^{-1} $. The G band reflects the symmetry and degree of order of the structure of the material. The D band attributes the $ A_{1g} $ mode which appears at 1360 cm $ ^{-1} $. The D band reflects the structural defects related to partially disordered structures by the attachments of functional groups on the graphene-based plane. Comparing with pure RGO, both the D and G bands of RGO in the composite gels shift towards shorter wavenumbers. Also, the intensity of both the D and G bands decreases correspondingly. The main reason is attributed to the ultrasonic-induced defects of RGO in the preparation process of composite gels. Besides, the oxygenated functionalities in GO diminished through chemical reduction, and the conjugated structure of graphene was restored. The restored conjugated structure of graphene sheets provided them with a greatly increased amount of $ \\pi\\pi $ stacking sites to form extremely strong bindings between each other. The peaks around 1200 cm $ ^{-1} $ are attributed to the skeleton vibration of the 1,10-phenanthroline ring. 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The physical interaction between the graphene nano-sheets and the polymer chain and the synergy effect between the linear polymer chains and the network structure both contribute to improving the mechanical strength of the gel. When the external stress increases, the IPN structure can dissipate external energy effectively and prevent the growth of cracks, and improve the toughness of the gel.", "page_width": 1190, "page_height": 1684, "role": "body_paragraph", "role_confidence": 0.9, "evidence": ["figure caption candidate (body narrative): Figure 11 shows the mechanical properties of the prepared ge"], "seed_role": "figure_caption_candidate", "seed_confidence": 0.9, "seed_evidence": ["figure caption candidate (body narrative): Figure 11 shows the mechanical properties of the prepared ge"], "span_metadata": [{"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}], "raw_observation": {"block_id": 7, "page": 6, "raw_label": "text", "text": "Figure 11 shows the mechanical properties of the prepared gel. It can be seen that the rupture stress of the G2 sample reaches 4.1 MPa from Figure 11(a). Figure 11(b) shows the swollen gel and it is in good condition by compressed with different weights as in (c) and (d). Moreover, the gel also can be stretched, twisted, and knotted easily without damage. Due to the ultrasonic effect, graphene disperses uniformly in the gel, and the physical interaction between the graphene nano-sheets and the polymer chain also enhances correspondingly. On the other hand, the self-polymerization of AM molecule occurs to form linear PAM chains while the copolymerize with the other monomers. The resultant linear PAM chains and the crosslinked network structure forms an interpenetrating network structure (IPN) as shown in Figure 3. The physical interaction between the graphene nano-sheets and the polymer chain and the synergy effect between the linear polymer chains and the network structure both contribute to improving the mechanical strength of the gel. When the external stress increases, the IPN structure can dissipate external energy effectively and prevent the growth of cracks, and improve the toughness of the gel.", "bbox": [602, 290, 1111, 783], "page_width": 1190, "page_height": 1684}, "marker_signature": {"type": "figure_number", "raw_marker": "Figure 11", "number": 11, "kind": "figure", "normalized_text": "Figure 11 shows the mechanical properties of the prepared gel. It can be seen that the rupture stress of the G2 sample reaches 4.1 MPa from Figure 11(a). Figure 11(b) shows the swollen gel and it is in good condition by compressed with different weights as in (c) and (d). Moreover, the gel also can be stretched, twisted, and knotted easily without damage. Due to the ultrasonic effect, graphene disperses uniformly in the gel, and the physical interaction between the graphene nano-sheets and the polymer chain also enhances correspondingly. On the other hand, the self-polymerization of AM molecule occurs to form linear PAM chains while the copolymerize with the other monomers. The resultant linear PAM chains and the crosslinked network structure forms an interpenetrating network structure (IPN) as shown in Figure 3. The physical interaction between the graphene nano-sheets and the polymer chain and the synergy effect between the linear polymer chains and the network structure both contribute to improving the mechanical strength of the gel. When the external stress increases, the IPN structure can dissipate external energy effectively and prevent the growth of cracks, and improve the toughness of the gel."}, "layout_signature": {"width": 509, "width_bucket": 500, "height": 493, "left": 602, "top": 290, "right": 1111, "bottom": 783, "x_center": 856.5, "x_center_bucket": 850, "y_center": 536.5, "x_ratio": 0.7197, "y_ratio": 0.3186, "width_ratio": 0.4277, "height_ratio": 0.2928, "line_count": 1}, "span_signature": {"font_size": 9.96, "font_size_median": 9.96, "font_size_bucket": 10.0, "font_family_norm": "TT3D9o00", "bold": false, "italic": true, "span_count": 20}, "_in_visual_container": null, "_container_bbox": null, "_container_text": null, "_text_source": null, "_ocr_raw_status": null, "_ocr_raw_error_type": null, "render_default": true, "index_default": true, "zone": "display_zone", "style_family": "legend_like", "style_family_authority": "figure_marker", "reading_band_id": "band_060", "display_cluster_candidate_id": "", "layout_region": "reference_candidate", "boundary_before": "weak", "boundary_after": "none", "bridge_eligible": false, "insert_score": {"score": 0.15, "decision": "body", "evidence": ["narrow_width"]}, "role_verification_status": "ACCEPT", "role_source": "non_structural_normalized_role", "role_evidence": ["pre-gate normalized non-structural role preserved"], "_rejected_legend": {"reason": "demoted_body_paragraph", "role": "body_paragraph", "seed_role": "figure_caption_candidate"}}
+{"paper_id": "YGH7VEX6", "page": 6, "block_id": 8, "raw_label": "text", "raw_order": 4, "bbox": [602, 784, 1111, 1080], "text": "The conductivity of graphene material is extremely important for boarding its application. The conductivity of poly(AM-co-AA-co-Fe(phen) $ _{3} $/RGO gel was measured by the four-probe technique. The conductivity of the gel increases with the increase in the content of RGO. As shown in Figure 12(a), the content of RGO increases from 0.17 wt% to 0.34 wt%, the conductivity of the gel increases from 7.36 S·m $ ^{-1} $ to 16.88 S·m $ ^{-1} $ correspondingly. Besides, it can be seen from Figure 12(b) and (c) that once the circuit was closed, the LED bulb was lit immediately. The excellent electrical conductivity of the gel mainly comes from three aspects. Firstly, the excellent electrical conductivity of RGO dispersed in the gel contributes very well. Secondly, the metal iron", "page_width": 1190, "page_height": 1684, "role": "body_paragraph", "role_confidence": 0.6, "evidence": ["default body_paragraph for text label"], "seed_role": "body_paragraph", "seed_confidence": 0.6, "seed_evidence": ["default body_paragraph for text label"], "span_metadata": [{"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3DBo00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3DBo00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 5.99869966506958, "font": "TT3DCo00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 5.99869966506958, "font": "TT3DCo00", "flags": 5, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 5.99869966506958, "font": "TT3DCo00", "flags": 5, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}], "raw_observation": {"block_id": 8, "page": 6, "raw_label": "text", "text": "The conductivity of graphene material is extremely important for boarding its application. The conductivity of poly(AM-co-AA-co-Fe(phen) $ _{3} $/RGO gel was measured by the four-probe technique. The conductivity of the gel increases with the increase in the content of RGO. As shown in Figure 12(a), the content of RGO increases from 0.17 wt% to 0.34 wt%, the conductivity of the gel increases from 7.36 S·m $ ^{-1} $ to 16.88 S·m $ ^{-1} $ correspondingly. Besides, it can be seen from Figure 12(b) and (c) that once the circuit was closed, the LED bulb was lit immediately. The excellent electrical conductivity of the gel mainly comes from three aspects. Firstly, the excellent electrical conductivity of RGO dispersed in the gel contributes very well. Secondly, the metal iron", "bbox": [602, 784, 1111, 1080], "page_width": 1190, "page_height": 1684}, "marker_signature": {"type": "none", "raw_marker": null, "number": null, "kind": "generic_text", "normalized_text": "The conductivity of graphene material is extremely important for boarding its application. The conductivity of poly(AM-co-AA-co-Fe(phen) $ _{3} $/RGO gel was measured by the four-probe technique. The conductivity of the gel increases with the increase in the content of RGO. As shown in Figure 12(a), the content of RGO increases from 0.17 wt% to 0.34 wt%, the conductivity of the gel increases from 7.36 S·m $ ^{-1} $ to 16.88 S·m $ ^{-1} $ correspondingly. Besides, it can be seen from Figure 12(b) and (c) that once the circuit was closed, the LED bulb was lit immediately. The excellent electrical conductivity of the gel mainly comes from three aspects. Firstly, the excellent electrical conductivity of RGO dispersed in the gel contributes very well. Secondly, the metal iron"}, "layout_signature": {"width": 509, "width_bucket": 500, "height": 296, "left": 602, "top": 784, "right": 1111, "bottom": 1080, "x_center": 856.5, "x_center_bucket": 850, "y_center": 932.0, "x_ratio": 0.7197, "y_ratio": 0.5534, "width_ratio": 0.4277, "height_ratio": 0.1758, "line_count": 1}, "span_signature": {"font_size": 9.39, "font_size_median": 9.96, "font_size_bucket": 9.5, "font_family_norm": "TT3D9o00", "bold": false, "italic": true, "span_count": 21}, "_in_visual_container": null, "_container_bbox": null, "_container_text": null, "_text_source": null, "_ocr_raw_status": null, "_ocr_raw_error_type": null, "render_default": true, "index_default": true, "zone": "body_zone", "style_family": "unknown_like", "style_family_authority": "fallback", "reading_band_id": "band_060", "display_cluster_candidate_id": "", "layout_region": "reference_candidate", "boundary_before": "weak", "boundary_after": "none", "bridge_eligible": false, "insert_score": {"score": 0.15, "decision": "body", "evidence": ["narrow_width"]}, "role_verification_status": "ACCEPT", "role_source": "non_structural_normalized_role", "role_evidence": ["pre-gate normalized non-structural role preserved"]}
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+{"paper_id": "YGH7VEX6", "page": 7, "block_id": 10, "raw_label": "text", "raw_order": 3, "bbox": [601, 512, 1110, 880], "text": "structure. A proper amount of RGO is very important for the balance between physical cross-linking degree and the electrical conductivity. Figure 13 shows the equilibrium swelling degree of the prepared gels in 0.01 mol·L⁻¹ Ce₂(SO₄)₃ solution and 0.01 mol·L⁻¹ Ce(SO₄)₂ solution with the same ionic strength, respectively. The gels appear blue when the catalyst Fe(phen)₃ moiety in the oxidized state and red when it in the reduced state. The redox states of Fe(phen)₃ moiety alter the swelling ratio of the gel for the hydrophilicity of the polymer chain increasing with more positive charges. It can be seen that the equilibrium swelling degree of Fe(phen)₃ in the oxidation state in the gel is greater than which in the reduced state. Also, due to the physical cross-linking degree increasing with the amount of RGO, the equilibrium swelling degree of the gel increases firstly and then decreases with the increase of RGO content.", "page_width": 1190, "page_height": 1684, "role": "body_paragraph", "role_confidence": 0.6, "evidence": ["default body_paragraph for text label"], "seed_role": "body_paragraph", "seed_confidence": 0.6, "seed_evidence": ["default body_paragraph for text label"], "span_metadata": [{"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 5.99869966506958, "font": "TT3DCo00", "flags": 5, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 5.99869966506958, "font": "TT3DCo00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 5.99869966506958, "font": "TT3DCo00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 5.99869966506958, "font": "TT3DCo00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 5.99869966506958, "font": "TT3DCo00", "flags": 5, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 5.99869966506958, "font": "TT3DCo00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 5.99869966506958, "font": "TT3DCo00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 5.99869966506958, "font": "TT3DCo00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 5.99869966506958, "font": "TT3DCo00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 5.99869966506958, "font": "TT3DCo00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}, {"size": 9.958000183105469, "font": "TT3D9o00", "flags": 4, "color": 0}], "raw_observation": {"block_id": 10, "page": 7, "raw_label": "text", "text": "structure. A proper amount of RGO is very important for the balance between physical cross-linking degree and the electrical conductivity. Figure 13 shows the equilibrium swelling degree of the prepared gels in 0.01 mol·L⁻¹ Ce₂(SO₄)₃ solution and 0.01 mol·L⁻¹ Ce(SO₄)₂ solution with the same ionic strength, respectively. The gels appear blue when the catalyst Fe(phen)₃ moiety in the oxidized state and red when it in the reduced state. The redox states of Fe(phen)₃ moiety alter the swelling ratio of the gel for the hydrophilicity of the polymer chain increasing with more positive charges. It can be seen that the equilibrium swelling degree of Fe(phen)₃ in the oxidation state in the gel is greater than which in the reduced state. Also, due to the physical cross-linking degree increasing with the amount of RGO, the equilibrium swelling degree of the gel increases firstly and then decreases with the increase of RGO content.", "bbox": [601, 512, 1110, 880], "page_width": 1190, "page_height": 1684}, "marker_signature": {"type": "none", "raw_marker": null, "number": null, "kind": "generic_text", "normalized_text": "structure. A proper amount of RGO is very important for the balance between physical cross-linking degree and the electrical conductivity. Figure 13 shows the equilibrium swelling degree of the prepared gels in 0.01 mol·L⁻¹ Ce₂(SO₄)₃ solution and 0.01 mol·L⁻¹ Ce(SO₄)₂ solution with the same ionic strength, respectively. The gels appear blue when the catalyst Fe(phen)₃ moiety in the oxidized state and red when it in the reduced state. The redox states of Fe(phen)₃ moiety alter the swelling ratio of the gel for the hydrophilicity of the polymer chain increasing with more positive charges. It can be seen that the equilibrium swelling degree of Fe(phen)₃ in the oxidation state in the gel is greater than which in the reduced state. Also, due to the physical cross-linking degree increasing with the amount of RGO, the equilibrium swelling degree of the gel increases firstly and then decreases with the increase of RGO content."}, "layout_signature": {"width": 509, "width_bucket": 500, "height": 368, "left": 601, "top": 512, "right": 1110, "bottom": 880, "x_center": 855.5, "x_center_bucket": 850, "y_center": 696.0, "x_ratio": 0.7189, "y_ratio": 0.4133, "width_ratio": 0.4277, "height_ratio": 0.2185, "line_count": 1}, "span_signature": {"font_size": 8.83, "font_size_median": 9.96, "font_size_bucket": 9.0, "font_family_norm": "TT3D9o00", "bold": false, "italic": true, "span_count": 35}, "_in_visual_container": null, "_container_bbox": null, "_container_text": null, "_text_source": null, "_ocr_raw_status": null, "_ocr_raw_error_type": null, "render_default": true, "index_default": true, "zone": "body_zone", "style_family": "unknown_like", "style_family_authority": "fallback", "reading_band_id": "band_060", "display_cluster_candidate_id": "", "layout_region": "reference_candidate", "boundary_before": "weak", "boundary_after": "none", "bridge_eligible": false, "insert_score": {"score": 0.15, "decision": "body", "evidence": ["narrow_width"]}, "role_verification_status": "ACCEPT", "role_source": "non_structural_normalized_role", "role_evidence": ["pre-gate normalized non-structural role preserved"]}
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It was demonstrated that the compressive strength of the gel reaches 4.1 MPa due to the ultrasound-assisted and the formation of interpenetrating network structure (IPN), whereas the conductivity is as high as 16.88 S·m⁻¹. The stress tolerance is similar to the cartilage tissue of the human body. 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+{"paper_id": "YGH7VEX6", "page": 8, "block_id": 47, "raw_label": "number", "raw_order": null, "bbox": [574, 1574, 616, 1594], "text": "1260", "page_width": 1190, "page_height": 1684, "role": "noise", "role_confidence": 0.9, "evidence": ["page number label"], "seed_role": "noise", "seed_confidence": 0.9, "seed_evidence": ["page number label"], "span_metadata": [{"size": 8.458250045776367, "font": "TT3D2o00", "flags": 4, "color": 0}], "raw_observation": {"block_id": 47, "page": 8, "raw_label": "number", "text": "1260", "bbox": [574, 1574, 616, 1594], "page_width": 1190, "page_height": 1684}, "marker_signature": {"type": "short_fragment", "raw_marker": "1260", "number": null, "kind": "short_fragment", "normalized_text": "1260"}, "layout_signature": {"width": 42, "width_bucket": 50, "height": 20, "left": 574, "top": 1574, "right": 616, "bottom": 1594, "x_center": 595.0, "x_center_bucket": 600, "y_center": 1584.0, "x_ratio": 0.5, "y_ratio": 0.9406, "width_ratio": 0.0353, "height_ratio": 0.0119, "line_count": 1}, "span_signature": {"font_size": 8.46, "font_size_median": 8.46, "font_size_bucket": 8.5, "font_family_norm": "TT3D2o00", "bold": false, "italic": true, "span_count": 1}, "_in_visual_container": null, "_container_bbox": null, "_container_text": null, "_text_source": null, "_ocr_raw_status": null, "_ocr_raw_error_type": null, "render_default": false, "index_default": false, "zone": "", "style_family": "unknown_like", "style_family_authority": "fallback", "reading_band_id": "band_061", "display_cluster_candidate_id": "", "layout_region": "tail_candidate", "boundary_before": "none", "boundary_after": "none", "bridge_eligible": false, "insert_score": {"score": 0.15, "decision": "body", "evidence": ["narrow_width"]}, "role_verification_status": "ACCEPT", "role_source": "non_structural_normalized_role", "role_evidence": ["pre-gate normalized non-structural role preserved"]}
+{"paper_id": "YGH7VEX6", "page": 8, "block_id": 48, "raw_label": "footer", "raw_order": null, "bbox": [816, 1574, 1108, 1595], "text": "Macromol. Res., 28(13), 1253-1260 (2020)", "page_width": 1190, "page_height": 1684, "role": "reference_item", "role_confidence": 0.9, "evidence": ["footer label"], "seed_role": "noise", "seed_confidence": 0.9, "seed_evidence": ["footer label"], "span_metadata": [{"size": 7.978349685668945, "font": "TT3D1o00", "flags": 4, "color": 0}, {"size": 7.978349685668945, "font": "TT3CFo00", "flags": 4, "color": 0}], "raw_observation": {"block_id": 48, "page": 8, "raw_label": "footer", "text": "Macromol. Res., 28(13), 1253-1260 (2020)", "bbox": [816, 1574, 1108, 1595], "page_width": 1190, "page_height": 1684}, "marker_signature": {"type": "none", "raw_marker": null, "number": null, "kind": "generic_text", "normalized_text": "Macromol. Res., 28(13), 1253-1260 (2020)"}, "layout_signature": {"width": 292, "width_bucket": 300, "height": 21, "left": 816, "top": 1574, "right": 1108, "bottom": 1595, "x_center": 962.0, "x_center_bucket": 950, "y_center": 1584.5, "x_ratio": 0.8084, "y_ratio": 0.9409, "width_ratio": 0.2454, "height_ratio": 0.0125, "line_count": 1}, "span_signature": {"font_size": 7.98, "font_size_median": 7.98, "font_size_bucket": 8.0, "font_family_norm": "TT3D1o00", "bold": false, "italic": true, "span_count": 2}, "_in_visual_container": null, "_container_bbox": null, "_container_text": null, "_text_source": null, "_ocr_raw_status": null, "_ocr_raw_error_type": null, "render_default": true, "index_default": true, "zone": "reference_zone", "style_family": "unknown_like", "style_family_authority": "fallback", "reading_band_id": "band_063", "display_cluster_candidate_id": "", "layout_region": "body_flow", "boundary_before": "none", "boundary_after": "none", "bridge_eligible": false, "insert_score": {"score": 0.15, "decision": "body", "evidence": ["narrow_width"]}, "role_verification_status": "ACCEPT", "role_source": "reference_zone_item", "role_evidence": ["reference item matched zone"]}
diff --git a/tests/test_ocr_figure_vnext_real_papers.py b/tests/test_ocr_figure_vnext_real_papers.py
index 63b0d8c3..92cb4dda 100644
--- a/tests/test_ocr_figure_vnext_real_papers.py
+++ b/tests/test_ocr_figure_vnext_real_papers.py
@@ -23,3 +23,14 @@ def test_real_paper_cross_page_milestone_reports_diff_shape():
assert "vnext_matched_count" in diff
assert "legacy_consumed_block_ids" in diff
assert "vnext_consumed_block_ids" in diff
+
+
+def test_real_paper_special_fallbacks_reports_diff_shape():
+ blocks_path = Path("tests/fixtures/ocr_vnext_real_papers/YGH7VEX6/blocks.structured.jsonl")
+ diff = compare_blocks_file(blocks_path)
+
+ assert diff["paper"] == "YGH7VEX6"
+ assert "legacy_matched_count" in diff
+ assert "vnext_matched_count" in diff
+ assert "legacy_consumed_block_ids" in diff
+ assert "vnext_consumed_block_ids" in diff