{"id":"W7108339027","doi":"10.21810/cujcs.v8i1.7206","title":"Memory, Mood, and Identity: Episodic Memory Impairments and the Loss of Diachronic Unity in Depression","year":2025,"lang":"","type":"article","venue":"Canadian Undergraduate Journal of Cognitive Science","topic":"Sleep and Wakefulness Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Episodic memory; Autobiographical memory; Recall; Reconstructive memory; Chronesthesia; Cognition; Semantic memory; Memory errors","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.00642322,0.0003193466,0.0006781114,0.002463372,0.001056901,0.0005346583,0.001286167,0.0001184942,0.00002877148],"category_scores_gemma":[0.008581875,0.0002418792,0.0001273641,0.004118462,0.01276204,0.002018036,0.0005228012,0.001130666,0.000003131161],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006392617,"about_ca_system_score_gemma":0.007772714,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01592937,"about_ca_topic_score_gemma":0.05012632,"domain_scores_codex":[0.9945538,0.001258568,0.0009705299,0.0006422088,0.001513159,0.001061747],"domain_scores_gemma":[0.9947812,0.00233596,0.0005069472,0.0003260057,0.001033187,0.001016729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.005639589,0.001523707,0.459507,0.001656597,0.0005554359,0.004793124,0.01724261,0.0005019904,0.02933685,0.01749276,0.0003194621,0.4614309],"study_design_scores_gemma":[0.03105845,0.00114672,0.6699663,0.008584146,0.0006062441,0.001548325,0.01710659,0.006646441,0.1832845,0.07900116,0.00004719994,0.001003962],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877324,0.003949394,0.0004276103,0.003736527,0.0007202496,0.000711715,0.00004347917,0.000002507539,0.002676135],"genre_scores_gemma":[0.9956394,0.003561042,0.000006522169,0.0005457691,0.00003552071,0.000006727133,3.471893e-7,0.00001282914,0.0001918413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.460427,"threshold_uncertainty_score":0.9997693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01675931381791914,"score_gpt":0.3165953296654451,"score_spread":0.2998360158475259,"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."}}