{"public_id":"cl_1f5232b902dc8d091b047742920442fd","status":"active","superseded_by_public_id":null,"corpus_id":33521122,"text":"Observed behavior is well described by a Bayesian framework with near-optimal integration of sensory evidence and rapidly learned statistical priors skewed toward very recent trial history.","confidence":0.92,"paper":{"corpus_id":33521122,"title":"Expectations developed over multiple timescales facilitate visual search performance.","url":"https://sah.borca.ai/papers/33521122"},"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":0.92,"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_07387f38ed66fbe60e85f0c8122a70d6","name":"Bayesian framework","description":"A probabilistic model that combines prior expectations with sensory evidence.","types":["theoretical framework"],"url":"https://sah.borca.ai/concepts/co_07387f38ed66fbe60e85f0c8122a70d6"},{"public_id":"co_18701744cfe46fe4d1524d4bf329547a","name":"sensory evidence","description":"Perceptual information derived from the incoming stimulus signal.","types":["evidence"],"url":"https://sah.borca.ai/concepts/co_18701744cfe46fe4d1524d4bf329547a"},{"public_id":"co_f86256cde438f097189e52043a40b359","name":"statistical priors","description":"Prior probability expectations learned from recent or long-term stimulus statistics.","types":["model component"],"url":"https://sah.borca.ai/concepts/co_f86256cde438f097189e52043a40b359"}],"related_claims":[],"url":"https://sah.borca.ai/claims/cl_1f5232b902dc8d091b047742920442fd"}