{"id":"W4378174529","doi":"10.31234/osf.io/qcg92","title":"Distorted learning from local metacognition supports transdiagnostic underconfidence","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Mental Health and Psychiatry","field":"Arts and Humanities","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University College London Hospitals NHS Foundation Trust; Max-Planck-Gesellschaft; Leverhulme Trust; National Institute for Health and Care Research; University College London; Wellcome Trust; Canadian Institute for Advanced Research","keywords":"Face (sociological concept); Psychology; Linguistics; Philosophy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001713393,0.0003616852,0.0004827809,0.001027316,0.0002531972,0.001909813,0.0006083756,0.0005123836,0.002417445],"category_scores_gemma":[0.02210731,0.0002934553,0.0002123224,0.0005561353,0.001653911,0.0008523011,0.002172932,0.001525038,0.0002303872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003290912,"about_ca_system_score_gemma":0.0002971593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001767773,"about_ca_topic_score_gemma":0.001946461,"domain_scores_codex":[0.9986019,0.000324198,0.000130525,0.0002964006,0.0004920697,0.0001550093],"domain_scores_gemma":[0.9824274,0.005355596,0.005526038,0.004407977,0.0008953939,0.001387613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001589868,0.0004619043,0.9374031,0.0001197867,0.0002173518,0.0004034209,0.004086616,0.0007493819,0.01423384,0.0008520426,0.0002921864,0.03959043],"study_design_scores_gemma":[0.00002194073,0.0003101967,0.9930051,0.00001787183,0.00002618235,0.0004755771,0.0006086766,0.0008280563,0.002465912,0.002047011,0.0001758174,0.00001769104],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982126,0.00004688403,0.0004672591,0.00007715294,0.000002720504,0.000005775461,0.00005739001,0.00001107809,0.001119213],"genre_scores_gemma":[0.9996345,0.00001964962,0.0001749539,0.00001826065,0.00000315216,0.000003181728,0.0000477258,0.000002624854,0.00009593386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002417445,"threshold_uncertainty_score":0.009061396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1070222035873704,"score_gpt":0.2902810898458802,"score_spread":0.1832588862585098,"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."}}