{"as_of":"2026-08-09T19:31:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:fa5cfeecf2ab928c94b2849c595fab43ec8a3b6f9d9b0a1c97755b88616f145b","coverage":[{"denominator":24,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":24,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-01T22:47:08.581009Z","state":"measured"},{"denominator":24,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":24,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-09T06:31:02.800959+00:00","state":"measured"},{"denominator":0,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"cited_works","source_observed_at":null,"state":"measured"}],"external_citation_measurements":[],"inbound":[],"links":{"evidence":"/evidence","html":"/paper/2607.18304/citation-record","integrity":"/paper/2607.18304/integrity","json":"/paper/2607.18304/citation-record.json","paper":"/paper/2607.18304"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-01T22:47:07.358921Z","title":"text\" and","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.18304","last_updated":"2026-07-17T05:25:48Z","snapshot_observed_at":"2026-08-06T15:54:26.090836Z","submitted_at":"2026-07-17T05:25:48Z","title":"TD-DPO: Difference-Aware Preference Optimization for Mitigating Sycophancy in Clinical Autism Intervention Dialogue","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-01T22:47:07.358921Z"},"links":{"citing_paper":"/paper/2607.18304"},"observation_digest":"sha256:9673407b47464bf2702cf4532a4a2a1a03e7b68b2b2b4562e9d99053343a2f5d","observation_id":"03d69f37-df06-4ed4-bc2e-a15b9191dd6a","resolution":{"observed_at":"2026-08-01T22:47:07.358921Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-01T22:47:07.426421Z","title":"The reason is the justification for identifying it as a sycophantic token","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.18304","last_updated":"2026-07-17T05:25:48Z","snapshot_observed_at":"2026-08-06T15:54:26.090836Z","submitted_at":"2026-07-17T05:25:48Z","title":"TD-DPO: Difference-Aware Preference Optimization for Mitigating Sycophancy in Clinical Autism Intervention Dialogue","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-01T22:47:07.426421Z"},"links":{"citing_paper":"/paper/2607.18304"},"observation_digest":"sha256:f2a4e4dcd35ad0b0680519c8fa197ddb4d1106c570530b6b1fcea3c583dd65f4","observation_id":"190ab3b7-c2f4-49a1-a5ed-d32c4063dfc9","resolution":{"observed_at":"2026-08-01T22:47:07.426421Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2402.00260","last_updated":"2024-07-27T04:19:03Z","snapshot_observed_at":"2026-08-07T08:18:57.752704Z","submitted_at":"2024-02-01T01:09:00Z","title":"Human-mediated Large Language Models for Robotic Intervention in Children with Autism Spectrum Disorders","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2402.00260","snapshot_observed_at":"2026-08-01T22:47:07.154871Z","title":"Hongbin Na","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.18304","last_updated":"2026-07-17T05:25:48Z","snapshot_observed_at":"2026-08-06T15:54:26.090836Z","submitted_at":"2026-07-17T05:25:48Z","title":"TD-DPO: Difference-Aware Preference Optimization for Mitigating Sycophancy in Clinical Autism Intervention Dialogue","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-01T22:47:07.154871Z"},"links":{"cited_paper":"/paper/2402.00260","citing_paper":"/paper/2607.18304"},"observation_digest":"sha256:083cda70bad39933c3df8735280fd2280fa3fda66a0500b39391562fe6e01996","observation_id":"5d909239-ea4d-4be1-8cfa-a419a982078a","resolution":{"observed_at":"2026-08-01T22:47:07.154871Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-01T22:47:07.762771Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.18304","last_updated":"2026-07-17T05:25:48Z","snapshot_observed_at":"2026-08-06T15:54:26.090836Z","submitted_at":"2026-07-17T05:25:48Z","title":"TD-DPO: Difference-Aware Preference Optimization for Mitigating Sycophancy in Clinical Autism Intervention Dialogue","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-01T22:47:07.762771Z"},"links":{"citing_paper":"/paper/2607.18304"},"observation_digest":"sha256:a0639ed9acf5a7d275864929c5d3f28991feb89bedfb48cd639b7d2b6b444529","observation_id":"48a29a9a-9995-4da6-8330-af48f2cfd54c","resolution":{"observed_at":"2026-08-01T22:47:07.762771Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2508.13743","last_updated":"2025-08-19T11:30:52Z","snapshot_observed_at":"2026-08-05T18:53:44.682428Z","submitted_at":"2025-08-19T11:30:52Z","title":"Sycophancy under Pressure: Evaluating and Mitigating Sycophantic Bias via Adversarial Dialogues in Scientific QA","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2508.13743","snapshot_observed_at":"2026-08-01T22:47:07.274407Z","title":"last round doctor-child dialogue,","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.18304","last_updated":"2026-07-17T05:25:48Z","snapshot_observed_at":"2026-08-06T15:54:26.090836Z","submitted_at":"2026-07-17T05:25:48Z","title":"TD-DPO: Difference-Aware Preference Optimization for Mitigating Sycophancy in Clinical Autism Intervention Dialogue","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-01T22:47:07.274407Z"},"links":{"cited_paper":"/paper/2508.13743","citing_paper":"/paper/2607.18304"},"observation_digest":"sha256:ae63d752b83e187621a42cac24a4411a199c517fe93ce3fc6412069941cd53fe","observation_id":"d3405c94-91ad-4efe-b20b-a8fc0b8a1b2a","resolution":{"observed_at":"2026-08-01T22:47:07.274407Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-01T22:47:07.471478Z","title":"final child response","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.18304","last_updated":"2026-07-17T05:25:48Z","snapshot_observed_at":"2026-08-06T15:54:26.090836Z","submitted_at":"2026-07-17T05:25:48Z","title":"TD-DPO: Difference-Aware Preference Optimization for Mitigating Sycophancy in Clinical Autism Intervention Dialogue","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-01T22:47:07.471478Z"},"links":{"citing_paper":"/paper/2607.18304"},"observation_digest":"sha256:5c5f1a7df5dd3e96a831ec40706272813d14cb126514e719d3262639281de9be","observation_id":"4b911fa2-a23b-4142-bd67-b4b58afe12a1","resolution":{"observed_at":"2026-08-01T22:47:07.471478Z","resolver_source":null,"status":"malformed_identifier"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-01T22:47:07.554867Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.18304","last_updated":"2026-07-17T05:25:48Z","snapshot_observed_at":"2026-08-06T15:54:26.090836Z","submitted_at":"2026-07-17T05:25:48Z","title":"TD-DPO: Difference-Aware Preference Optimization for Mitigating Sycophancy in Clinical Autism Intervention Dialogue","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-01T22:47:07.554867Z"},"links":{"citing_paper":"/paper/2607.18304"},"observation_digest":"sha256:d943d72ea0cfae539da9f5d8e83448555f6a1315e3d1d8492755bffd25373b13","observation_id":"edc1a382-9494-4617-a0ec-afdaf432c19a","resolution":{"observed_at":"2026-08-01T22:47:07.554867Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-01T22:47:07.626462Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.18304","last_updated":"2026-07-17T05:25:48Z","snapshot_observed_at":"2026-08-06T15:54:26.090836Z","submitted_at":"2026-07-17T05:25:48Z","title":"TD-DPO: Difference-Aware Preference Optimization for Mitigating Sycophancy in Clinical Autism Intervention Dialogue","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-01T22:47:07.626462Z"},"links":{"citing_paper":"/paper/2607.18304"},"observation_digest":"sha256:8ba8f7f2db557518e5245311faf489b8da5cae68c12abc1f86dc8339c8396391","observation_id":"80dbb4e9-8b7f-49ab-b551-d73e0eff59ca","resolution":{"observed_at":"2026-08-01T22:47:07.626462Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-01T22:47:07.708355Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.18304","last_updated":"2026-07-17T05:25:48Z","snapshot_observed_at":"2026-08-06T15:54:26.090836Z","submitted_at":"2026-07-17T05:25:48Z","title":"TD-DPO: Difference-Aware Preference Optimization for Mitigating Sycophancy in Clinical Autism Intervention Dialogue","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-01T22:47:07.708355Z"},"links":{"citing_paper":"/paper/2607.18304"},"observation_digest":"sha256:021f549a27fe893d83c58ca9ce247d394732a614ce1c9c7653054380918ee5a7","observation_id":"fd37bb62-c435-4c2a-ba60-54656abcbaeb","resolution":{"observed_at":"2026-08-01T22:47:07.708355Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-01T22:47:07.847589Z","title":"model_response","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.18304","last_updated":"2026-07-17T05:25:48Z","snapshot_observed_at":"2026-08-06T15:54:26.090836Z","submitted_at":"2026-07-17T05:25:48Z","title":"TD-DPO: Difference-Aware Preference Optimization for Mitigating Sycophancy in Clinical Autism Intervention Dialogue","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-01T22:47:07.847589Z"},"links":{"citing_paper":"/paper/2607.18304"},"observation_digest":"sha256:d547f02ec9f95c23747d8d7c39ff7257ed01156ddbab658181888e536618cc05","observation_id":"ced702dc-db13-427e-8025-094fa8975bef","resolution":{"observed_at":"2026-08-01T22:47:07.847589Z","resolver_source":null,"status":"malformed_identifier"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-01T22:47:07.918839Z","title":"-Language Specificity: Record any instances of echolalia, pronoun inversion, fixed expressions, or stereotyped phrases","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.18304","last_updated":"2026-07-17T05:25:48Z","snapshot_observed_at":"2026-08-06T15:54:26.090836Z","submitted_at":"2026-07-17T05:25:48Z","title":"TD-DPO: Difference-Aware Preference Optimization for Mitigating Sycophancy in Clinical Autism Intervention Dialogue","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-01T22:47:07.918839Z"},"links":{"citing_paper":"/paper/2607.18304"},"observation_digest":"sha256:50a500c1368a2dd9157b958e4be365bfcbed9bf05561b69cd3d74c8716ff85eb","observation_id":"1dc9e442-9165-47a8-b6dd-fffd6a47aa19","resolution":{"observed_at":"2026-08-01T22:47:07.918839Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-01T22:47:08.000379Z","title":"-Shared Focus: Determine whether he can maintain a sustained conversation around a topic or object, or whether he is easily distracte d","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.18304","last_updated":"2026-07-17T05:25:48Z","snapshot_observed_at":"2026-08-06T15:54:26.090836Z","submitted_at":"2026-07-17T05:25:48Z","title":"TD-DPO: Difference-Aware Preference Optimization for Mitigating Sycophancy in Clinical Autism Intervention Dialogue","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-01T22:47:08.000379Z"},"links":{"citing_paper":"/paper/2607.18304"},"observation_digest":"sha256:f72974e93038ba08043d6bf480fc81401afe1870bc465dd8a61ba7f426bb8456","observation_id":"6eb3ed56-a85e-4a3e-8f27-7026fcd6a9ac","resolution":{"observed_at":"2026-08-01T22:47:08.000379Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-01T22:47:08.058480Z","title":"-Motivation: Analyze external or internal factors that effectively motivate communication and participation (e.g., praise, etc.)","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.18304","last_updated":"2026-07-17T05:25:48Z","snapshot_observed_at":"2026-08-06T15:54:26.090836Z","submitted_at":"2026-07-17T05:25:48Z","title":"TD-DPO: Difference-Aware Preference Optimization for Mitigating Sycophancy in Clinical Autism Intervention Dialogue","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-01T22:47:08.058480Z"},"links":{"citing_paper":"/paper/2607.18304"},"observation_digest":"sha256:9d370637c536479e465375b0607d00f0539e0613f6a432f6dddbb2c8ab0e5232","observation_id":"65d131c2-4e8f-480f-8ea0-e6fb31e57ecd","resolution":{"observed_at":"2026-08-01T22:47:08.058480Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-01T22:47:08.129986Z","title":"-Cognitive Flexibility: Assess the child's flexibility in topic transitions and activity switching, as well as their preference for certain rules","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.18304","last_updated":"2026-07-17T05:25:48Z","snapshot_observed_at":"2026-08-06T15:54:26.090836Z","submitted_at":"2026-07-17T05:25:48Z","title":"TD-DPO: Difference-Aware Preference Optimization for Mitigating Sycophancy in Clinical Autism Intervention Dialogue","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-01T22:47:08.129986Z"},"links":{"citing_paper":"/paper/2607.18304"},"observation_digest":"sha256:bcc60be7b543a522558a84e76d03b230b8433469d01a0d210d7fc39d993f96fc","observation_id":"4b631bd5-7620-4596-b199-56531ae3139e","resolution":{"observed_at":"2026-08-01T22:47:08.129986Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-01T22:47:08.236865Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.18304","last_updated":"2026-07-17T05:25:48Z","snapshot_observed_at":"2026-08-06T15:54:26.090836Z","submitted_at":"2026-07-17T05:25:48Z","title":"TD-DPO: Difference-Aware Preference Optimization for Mitigating Sycophancy in Clinical Autism Intervention Dialogue","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-01T22:47:08.236865Z"},"links":{"citing_paper":"/paper/2607.18304"},"observation_digest":"sha256:6c542196c902c04a73541059ed2235bcb62a1dcbb23e0d63e6cd875af33f63c1","observation_id":"4ce15a79-1f5c-4f60-98a5-7c14f32dfc6b","resolution":{"observed_at":"2026-08-01T22:47:08.236865Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-01T22:47:08.330702Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.18304","last_updated":"2026-07-17T05:25:48Z","snapshot_observed_at":"2026-08-06T15:54:26.090836Z","submitted_at":"2026-07-17T05:25:48Z","title":"TD-DPO: Difference-Aware Preference Optimization for Mitigating Sycophancy in Clinical Autism Intervention Dialogue","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-01T22:47:08.330702Z"},"links":{"citing_paper":"/paper/2607.18304"},"observation_digest":"sha256:931ca3418cdd6a2ce01c4688535924401b4c7a18051b97045da531dee546a1b5","observation_id":"08d1c0fa-d2fd-4a57-85bf-d115f75375ad","resolution":{"observed_at":"2026-08-01T22:47:08.330702Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-01T22:47:08.344744Z","title":null,"venue":null,"work_id":null,"year":2002},"citing_paper":{"arxiv_id":"2607.18304","last_updated":"2026-07-17T05:25:48Z","snapshot_observed_at":"2026-08-06T15:54:26.090836Z","submitted_at":"2026-07-17T05:25:48Z","title":"TD-DPO: Difference-Aware Preference Optimization for Mitigating Sycophancy in Clinical Autism Intervention Dialogue","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-01T22:47:08.344744Z"},"links":{"citing_paper":"/paper/2607.18304"},"observation_digest":"sha256:ed3b95c8c83de47736bc16b73792b1aa401d0269594d00d24c4140e687947285","observation_id":"8f220043-02d0-4cca-9ba1-7a2f26021f6b","resolution":{"observed_at":"2026-08-01T22:47:08.344744Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-01T22:47:08.406509Z","title":"Degree D1 Female 4 years Bachelor D2 Female 5 years Bachelor D3 Female 6 years Master Table 19: Details for experts in human evaluation","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.18304","last_updated":"2026-07-17T05:25:48Z","snapshot_observed_at":"2026-08-06T15:54:26.090836Z","submitted_at":"2026-07-17T05:25:48Z","title":"TD-DPO: Difference-Aware Preference Optimization for Mitigating Sycophancy in Clinical Autism Intervention Dialogue","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-01T22:47:08.406509Z"},"links":{"citing_paper":"/paper/2607.18304"},"observation_digest":"sha256:00de7261921efa2cbbf208f506c7eb0a4bcf80de4c10d1f4852de90177c06f1a","observation_id":"91e95dc7-6962-417e-bad1-e1305f6fb361","resolution":{"observed_at":"2026-08-01T22:47:08.406509Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-01T22:47:08.465893Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.18304","last_updated":"2026-07-17T05:25:48Z","snapshot_observed_at":"2026-08-06T15:54:26.090836Z","submitted_at":"2026-07-17T05:25:48Z","title":"TD-DPO: Difference-Aware Preference Optimization for Mitigating Sycophancy in Clinical Autism Intervention Dialogue","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-01T22:47:08.465893Z"},"links":{"citing_paper":"/paper/2607.18304"},"observation_digest":"sha256:1a86752f4d61f0817c2f9226f8375a42c8c6d27c9f2e03935d9e816a3d4b2292","observation_id":"f287cae8-e450-488a-a40d-5091a263f685","resolution":{"observed_at":"2026-08-01T22:47:08.465893Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-01T22:47:08.529973Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.18304","last_updated":"2026-07-17T05:25:48Z","snapshot_observed_at":"2026-08-06T15:54:26.090836Z","submitted_at":"2026-07-17T05:25:48Z","title":"TD-DPO: Difference-Aware Preference Optimization for Mitigating Sycophancy in Clinical Autism Intervention Dialogue","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-01T22:47:08.529973Z"},"links":{"citing_paper":"/paper/2607.18304"},"observation_digest":"sha256:e8895206c637462306947ac18dd2e863d7745369099dc0a47a20f54510bbdf76","observation_id":"bde85533-7258-4866-91d4-ef110e26d9d5","resolution":{"observed_at":"2026-08-01T22:47:08.529973Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-01T22:47:08.581009Z","title":"The experimental results are shown in Tab","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.18304","last_updated":"2026-07-17T05:25:48Z","snapshot_observed_at":"2026-08-06T15:54:26.090836Z","submitted_at":"2026-07-17T05:25:48Z","title":"TD-DPO: Difference-Aware Preference Optimization for Mitigating Sycophancy in Clinical Autism Intervention Dialogue","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-01T22:47:08.581009Z"},"links":{"citing_paper":"/paper/2607.18304"},"observation_digest":"sha256:cc55d4ea33bde3660d5f457a92ff8d9a657a56425f1e1e84d52176b21bbc9529","observation_id":"d5e9718d-5b5c-446b-85ad-afdc8f316d28","resolution":{"observed_at":"2026-08-01T22:47:08.581009Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2311.09410","last_updated":"2025-06-24T19:59:56Z","snapshot_observed_at":"2026-07-06T16:48:16.671370Z","submitted_at":"2023-11-15T22:18:33Z","title":"When Large Language Models contradict humans? Large Language Models' Sycophantic Behaviour","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2311.09410","snapshot_observed_at":"2026-08-01T22:47:07.223036Z","title":"Leonardo Ranaldi and Giulia Pucci","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2607.18304","last_updated":"2026-07-17T05:25:48Z","snapshot_observed_at":"2026-08-06T15:54:26.090836Z","submitted_at":"2026-07-17T05:25:48Z","title":"TD-DPO: Difference-Aware Preference Optimization for Mitigating Sycophancy in Clinical Autism Intervention Dialogue","version":1},"reference_index":2023,"source":"pdf_text","source_observed_at":"2026-08-01T22:47:07.223036Z"},"links":{"cited_paper":"/paper/2311.09410","citing_paper":"/paper/2607.18304"},"observation_digest":"sha256:9636661f6f4fa58930bf83df2f5cd91a251b0b5ed38be85ec71a94a0d11d2560","observation_id":"e1b91609-6f5f-498c-aa06-797fe1a763e7","resolution":{"observed_at":"2026-08-01T22:47:07.223036Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-01T22:47:07.021630Z","title":"In2024 IEEE International Con- ference on Bioinformatics and Biomedicine (BIBM), pages 6797–6804","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2607.18304","last_updated":"2026-07-17T05:25:48Z","snapshot_observed_at":"2026-08-06T15:54:26.090836Z","submitted_at":"2026-07-17T05:25:48Z","title":"TD-DPO: Difference-Aware Preference Optimization for Mitigating Sycophancy in Clinical Autism Intervention Dialogue","version":1},"reference_index":2024,"source":"pdf_text","source_observed_at":"2026-08-01T22:47:07.021630Z"},"links":{"citing_paper":"/paper/2607.18304"},"observation_digest":"sha256:16a455929b57fa5591d395c9222d1722af13382971da3dee20662a46f868176c","observation_id":"6990d2b1-9668-46d0-87d1-714a970e2689","resolution":{"observed_at":"2026-08-01T22:47:07.021630Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2507.06261","last_updated":"2025-12-19T14:25:46Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2025-07-07T17:36:04Z","title":"Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities","version":6},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2507.06261","snapshot_observed_at":"2026-08-01T22:47:07.091126Z","title":"John O Cooper, Timothy Heron, and William L Heward","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2607.18304","last_updated":"2026-07-17T05:25:48Z","snapshot_observed_at":"2026-08-06T15:54:26.090836Z","submitted_at":"2026-07-17T05:25:48Z","title":"TD-DPO: Difference-Aware Preference Optimization for Mitigating Sycophancy in Clinical Autism Intervention Dialogue","version":1},"reference_index":2025,"source":"pdf_text","source_observed_at":"2026-08-01T22:47:07.091126Z"},"links":{"cited_paper":"/paper/2507.06261","citing_paper":"/paper/2607.18304"},"observation_digest":"sha256:91efc722913e1b08ef0b0d228ebc3db26e46336714fc5d7d6c5b95bd83c26955","observation_id":"be8f5d78-1450-4eca-993d-b49e116c1d00","resolution":{"observed_at":"2026-08-01T22:47:07.091126Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"paper":{"arxiv_id":"2607.18304","last_updated":"2026-07-17T05:25:48Z","latest_version":1,"primary_category":"cs.LG","snapshot_observed_at":"2026-08-06T15:54:26.090836Z","submitted_at":"2026-07-17T05:25:48Z","title":"TD-DPO: Difference-Aware Preference Optimization for Mitigating Sycophancy in Clinical Autism Intervention Dialogue"},"reference_resolution":{"displayed":24,"state_counts":{"malformed_identifier":2,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":22,"verified_exact":0,"verified_fuzzy":0},"total_outbound_references":24},"refusal":"A citation records a reference. It does not transfer a finding from one paper to another.","schema":"pith.paper-citation-record.v1","standing_sources":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"thesis":"As of 9 August 2026, this Paper Citation Record lists 24 of 24 outbound references and 0 inbound Pith citation observations for arXiv:2607.18304."}