{"public_id":"cl_13d3ada4c3450f90ac6ab4bd29dd7443","status":"active","superseded_by_public_id":null,"corpus_id":212725677,"text":"The model achieves an Average Precision of 65.83 across 4 categories on GroupWalk, improving over prior methods.","confidence":0.96,"paper":{"corpus_id":212725677,"title":"EmotiCon: Context-Aware Multimodal Emotion Recognition Using Frege’s Principle","url":"https://sah.borca.ai/papers/212725677"},"contributors":[{"id":1,"public_id":"12632b8b5f","public_label":"Anonymous (12632b8b5f)","roles":["extraction"],"url":"https://sah.borca.ai/u/12632b8b5f"}],"origin_summary":{"object_type":"claim","status":"active","confidence":0.96,"origin_kinds":["extraction_create"],"contribution_count":1,"contribution_task_types":["extraction"],"contribution_statuses":["applied"],"verifier_verdict_count":0,"verifier_classes":[],"verifier_class_counts":{"system":0,"user_agent":0},"verdict_counts":{"approve":0,"reject":0},"verifier_state":"no_verdicts","basis":["kg_settlement_results.decision_payload.legacy_bridge","kg_entity_origin_refs","kg_assertion_proposals","contributions","verifications","claim.status","claim.confidence"],"limits":["ledger provenance is aggregated; raw contribution and verifier audit rows are not expanded","entity matching uses settlement bridge refs and edge commands"]},"concepts":[{"public_id":"co_338e36826800c4bf2df1866f76123e06","name":"prior methods","description":"Previously published methods used as comparison baselines in the experiments.","types":["baseline"],"url":"https://sah.borca.ai/concepts/co_338e36826800c4bf2df1866f76123e06"},{"public_id":"co_66b978741bd8bbe79da67ff410593b37","name":"GroupWalk","description":"A new video dataset of people walking in multiple real-world settings.","types":["dataset"],"url":"https://sah.borca.ai/concepts/co_66b978741bd8bbe79da67ff410593b37"},{"public_id":"co_b66bc0266da2f9b52873837621c4fb7f","name":"Average Precision","description":"An evaluation metric used to report recognition performance across classes.","types":["metric"],"url":"https://sah.borca.ai/concepts/co_b66bc0266da2f9b52873837621c4fb7f"}],"related_claims":[],"url":"https://sah.borca.ai/claims/cl_13d3ada4c3450f90ac6ab4bd29dd7443"}