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Paper Citation Record · LEDGER

Explaining Classifiers with Causal Concept Effect (CaCE)

As of 22 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 20 inbound Pith citation observations for arXiv:1907.07165.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
1907.07165 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 20 of 20 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 20 of 20 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T21:43:06.564104Z

measured 1 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
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  • malformed identifier0
  • metadata mismatch0

External citation measurements

94
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation a488f989-f5cc-42e3-9ed1-0f8b4599a5e0 · inbound

New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing cites this paper.

New Faithfulness-Centric Interpretability Paradigms for Natural Language Processing Explaining Classifiers with Causal Concept Effect (CaCE)

Reference 256

Resolution
unresolved
no resolver link, observed 2026-08-12T11:42:31.054790Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T11:42:31.054790Z digest=sha256:e8de7274acb2bb22a5ba14d9d3d154323e314f4b89a99321de5df121e9ff7695

Observation 3e908e87-a3d2-4ea2-92f9-7782e079e973 · inbound

Explaining in Diffusion: Explaining a Classifier Through Hierarchical Semantics with Text-to-Image Diffusion Models cites this paper.

Explaining in Diffusion: Explaining a Classifier Through Hierarchical Semantics with Text-to-Image Diffusion Models Explaining Classifiers with Causal Concept Effect (CaCE)

Reference 17

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no resolver link, observed 2026-08-11T04:40:04.350593Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T04:40:04.350593Z digest=sha256:e181f898ad7f8d30d715cdd0b6cb4c28a234667196849b3286430e660d94dc9d

Observation d052df67-d482-4124-b35f-c4dc45b80ae4 · inbound

C-SHAP for time series: An approach to high-level temporal explanations cites this paper.

C-SHAP for time series: An approach to high-level temporal explanations Explaining Classifiers with Causal Concept Effect (CaCE)

Reference 9

Resolution
verified exact
arxiv_id, observed 2026-05-22T20:22:03.814197Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-05-22T20:18:47.366359Z digest=sha256:8f92f584597e69ea13546e32e897a8d3716e1780ee56ba28e4654173895ebd21

Observation 21aeb28f-cd0a-4dd1-b076-2ff004433542 · inbound

On Measuring Intrinsic Causal Attributions in Deep Neural Networks cites this paper.

On Measuring Intrinsic Causal Attributions in Deep Neural Networks Explaining Classifiers with Causal Concept Effect (CaCE)

Reference 19

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unresolved
no resolver link, observed 2026-08-15T21:43:06.564104Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T21:43:06.564104Z digest=sha256:377b2d21185e9954c9f6de936bf10a9249ab57d7ca32267f584250a2e79435b5

Observation 51262499-7f09-424f-8d1c-5c4bd10748e6 · inbound

Enhancing the Comprehensibility of Text Explanations via Unsupervised Concept Discovery cites this paper.

Enhancing the Comprehensibility of Text Explanations via Unsupervised Concept Discovery Explaining Classifiers with Causal Concept Effect (CaCE)

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-07T13:59:15.052693Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:59:15.052693Z digest=sha256:451c0c8d4402951948b13b720572cf7944199c72fe7aa1d4a6e51962027b9263

Observation 440b3987-9ddf-4ff4-8c3c-8d32285a0c04 · inbound

Do you see what I see? An Ambiguous Optical Illusion Dataset exposing limitations of Explainable AI cites this paper.

Do you see what I see? An Ambiguous Optical Illusion Dataset exposing limitations of Explainable AI Explaining Classifiers with Causal Concept Effect (CaCE)

Reference 2015

Resolution
unresolved
no resolver link, observed 2026-08-07T13:43:19.343246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:43:19.343246Z digest=sha256:1a56aa1fa4579b9bd790319a45105495c8a7ca39d11256dd62d276601030fe6c

Observation 03540e37-a013-441c-8ce3-75b236f794e1 · inbound

Explainable Artificial Intelligence in Biomedical Image Analysis: A Comprehensive Survey cites this paper.

Explainable Artificial Intelligence in Biomedical Image Analysis: A Comprehensive Survey Explaining Classifiers with Causal Concept Effect (CaCE)

Reference 73

Resolution
unresolved
no resolver link, observed 2026-08-06T19:01:14.955861Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T19:01:14.955861Z digest=sha256:766663ca07209ae54e6b71852210a3e86ee53f9afa12e6d52e43789d955b4fc4

Observation cbdac163-c9d3-4bea-8468-fdb99dc05b59 · inbound

A Concept-based approach to Voice Disorder Detection cites this paper.

A Concept-based approach to Voice Disorder Detection Explaining Classifiers with Causal Concept Effect (CaCE)

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-06T14:49:52.246434Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:49:52.246434Z digest=sha256:ca354058083278c2495f2f53b8e4a6f26d92e4fe9da0e392017d593937f60533

Observation afc31397-d362-4a7f-844c-3b0ab2f61fed · inbound

GCAV: A Global Concept Activation Vector Framework for Cross-Layer Consistency in Interpretability cites this paper.

GCAV: A Global Concept Activation Vector Framework for Cross-Layer Consistency in Interpretability Explaining Classifiers with Causal Concept Effect (CaCE)

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-05T14:34:08.264825Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T14:34:08.264825Z digest=sha256:03360d784fe945104cc4b38ccda5b7a71d75fb6a884b3bfd4c8a301c397c73b0

Observation 115782be-50e8-4496-97e0-665c385d0235 · inbound

Towards explainable decision support using hybrid neural models for logistic terminal automation cites this paper.

Towards explainable decision support using hybrid neural models for logistic terminal automation Explaining Classifiers with Causal Concept Effect (CaCE)

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-04T21:58:26.487873Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T21:58:26.487873Z digest=sha256:f23969e1c8e09999c778ea1ddae487154e062fa9ed72786d44e2b8f94790c6ca

Observation 01973890-5f99-4e35-8a7e-f8b55949cf26 · inbound

TimeSAE: Causal Sparse Decoding for Faithful Explanations of Black-Box Time Series Models cites this paper.

TimeSAE: Causal Sparse Decoding for Faithful Explanations of Black-Box Time Series Models Explaining Classifiers with Causal Concept Effect (CaCE)

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-03T10:37:07.226836Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-03T10:37:07.226836Z digest=sha256:90e0b4015cd455cea7aa8d9c3cf6cbfa913450320c5b5cb1610f58df85a6e615

Observation f4ea2e0b-ed14-4512-b841-235ade42dd14 · inbound

Explainable AI to Improve Machine Learning Reliability for Industrial Cyber-Physical Systems cites this paper.

Explainable AI to Improve Machine Learning Reliability for Industrial Cyber-Physical Systems Explaining Classifiers with Causal Concept Effect (CaCE)

Reference 5

Resolution
verified exact
arxiv_id, observed 2026-05-16T11:57:49.968280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-05-16T11:53:31.082797Z digest=sha256:68a4bcdb7ddd35829d3e9516f64f0b732f01d9fc26d389180214874987c4649e

Observation f7dd522f-9e4e-4633-ba9c-229cf6dd16d3 · inbound

CLEAR-HPV: Interpretable concept discovery for human-papillomavirus-associated morphology in whole-slide histology cites this paper.

CLEAR-HPV: Interpretable concept discovery for human-papillomavirus-associated morphology in whole-slide histology Explaining Classifiers with Causal Concept Effect (CaCE)

Reference 23

Resolution
verified exact
arxiv_id, observed 2026-05-21T13:10:10.212109Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-05-21T13:10:02.885029Z digest=sha256:20308989c780d82729e7cdbb91b69bd26d15cc842f6a96427c55151e66427ec7

Observation 4aac7c92-49b8-4725-9265-d5c47055d420 · inbound

CLEAR-HPV: Interpretable concept discovery for human-papillomavirus-associated morphology in whole-slide histology cites this paper.

CLEAR-HPV: Interpretable concept discovery for human-papillomavirus-associated morphology in whole-slide histology Explaining Classifiers with Causal Concept Effect (CaCE)

Reference 23

Resolution
verified exact
arxiv_id, observed 2026-05-25T07:20:28.453341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-05-25T07:19:54.052049Z digest=sha256:29377cf9af3bcd36447b72f9fea9136f5758f4acd14c9d5e56816e26a80ce60b

Observation 7cda3130-51e7-433e-b9d6-58b5275aa50e · inbound

TRACE: A Concept Bottleneck Model for Longitudinal 3D Glioblastoma Response Assessment cites this paper.

TRACE: A Concept Bottleneck Model for Longitudinal 3D Glioblastoma Response Assessment Explaining Classifiers with Causal Concept Effect (CaCE)

Reference 52

Resolution
verified exact
arxiv_id, observed 2026-06-30T06:54:19.964030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-06-30T06:52:42.092509Z digest=sha256:2ff04b8b68ac6ec5eae7e37a5635a97ac501dc4a694af035faf6b4d7936b444c

Observation 325f1545-d02f-4a2a-bd54-9b7797b96086 · inbound

TRACE: A Concept Bottleneck Model for Longitudinal 3D Glioblastoma Response Assessment cites this paper.

TRACE: A Concept Bottleneck Model for Longitudinal 3D Glioblastoma Response Assessment Explaining Classifiers with Causal Concept Effect (CaCE)

Reference 52

Resolution
verified exact
arxiv_id, observed 2026-07-03T22:39:00.944036Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-07-03T22:29:18.856647Z digest=sha256:f712354c5f0045c2f9fff03b2ae301a0c732a2f4fce31151476e5c3b0209251f

Observation fede1a50-a12d-44a3-80a3-3e115626dade · inbound

Validating Causal Abstraction Metrics on Simulated Complex Systems cites this paper.

Validating Causal Abstraction Metrics on Simulated Complex Systems Explaining Classifiers with Causal Concept Effect (CaCE)

Reference 174

Resolution
verified exact
arxiv_id, observed 2026-07-02T19:27:18.565196Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-07-02T19:24:02.616061Z digest=sha256:d89f5de5ddfd225ae2ba65631d43c5685cb948644318c59e46c60497ba3af1c7

Observation c6c5ddda-c27b-469c-a2e2-2a583752b0cf · inbound

ConceptCF: Concept-based Counterfactuals for the Explainability of Time Series cites this paper.

ConceptCF: Concept-based Counterfactuals for the Explainability of Time Series Explaining Classifiers with Causal Concept Effect (CaCE)

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-01T14:31:53.873663Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T14:31:53.873663Z digest=sha256:2e207aeba2803dd9d52e3b642facd8c370407fc08adfc07011a29afe7185130b

Observation 036d6a37-c3f3-4056-b2a8-ddfa572448a3 · inbound

Local Label-Informed Feature Transfer for Generating Ground-Truth Medical Images: A Comparison of GAN- and Diffusion-Based Approaches cites this paper.

Local Label-Informed Feature Transfer for Generating Ground-Truth Medical Images: A Comparison of GAN- and Diffusion-Based Approaches Explaining Classifiers with Causal Concept Effect (CaCE)

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-01T14:06:09.119129Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T14:06:09.119129Z digest=sha256:e29cf8dfdb2b2924907b75b51bfcf30cd3c8e1da0c1508d59e0cd9c8ec78fd1d

Observation 86614335-1a5c-4b7a-a328-05c726f3c09d · inbound

Decomposition of Evidence, Contradiction, and Fragility in Perturbation Responses cites this paper.

Decomposition of Evidence, Contradiction, and Fragility in Perturbation Responses Explaining Classifiers with Causal Concept Effect (CaCE)

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-15T20:23:37.571159Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T20:23:37.571159Z digest=sha256:6fd36dcec984f0cd578f0324169341abd5e67945dde3bc333c775d7a2bf4d6dc