{"id":"W4407089859","doi":"10.31219/osf.io/rw49j_v2","title":"Similarity Impacts Where Repeated Events Fall on the Semantic-Episodic Continuum","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Memory Processes and Influences","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Episodic memory; Semantic memory; Psychology; Similarity (geometry); Semantic similarity; Cognitive psychology; Event (particle physics); Developmental psychology; Natural language processing; Cognition; Artificial intelligence; Computer science; Neuroscience","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001609305,0.0001692672,0.0002958835,0.00136911,0.0004190659,0.001769065,0.0004947468,0.0004234215,0.002735225],"category_scores_gemma":[0.02392915,0.0001608713,0.0002802735,0.0008408236,0.0008785571,0.00172629,0.001758817,0.0005208491,0.0002951307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004152853,"about_ca_system_score_gemma":0.0003468878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001707238,"about_ca_topic_score_gemma":0.002276325,"domain_scores_codex":[0.998529,0.0003504997,0.0001910428,0.0003225578,0.0004992975,0.0001075837],"domain_scores_gemma":[0.9876972,0.005083017,0.003989081,0.001470582,0.001125226,0.0006348389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001171364,0.0004138832,0.9006201,0.00009616204,0.0002424232,0.0005077063,0.009200861,0.0005866319,0.02021697,0.0025533,0.0002909847,0.0640997],"study_design_scores_gemma":[0.00001073551,0.0003423088,0.9856483,0.00003415149,0.00005126204,0.0008366383,0.004292366,0.0009983571,0.003653692,0.003506874,0.0005977023,0.00002766933],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969316,0.00009820353,0.0008975883,0.00004289773,0.000003585889,0.000008380633,0.00005488624,0.000009772391,0.001953025],"genre_scores_gemma":[0.9993801,0.00003722448,0.0003414736,0.000008282791,0.000002718641,0.000003217373,0.0000698777,0.000003977775,0.0001530444],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002735225,"threshold_uncertainty_score":0.009150267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0551395541062681,"score_gpt":0.3138618108720294,"score_spread":0.2587222567657613,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}