{"id":"W4411618230","doi":"10.51847/4ibcwewouo","title":"10.51847/4IBcwEwouo","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Schema (genetic algorithms); Mental health; Psychology; Psychotherapist; Cognitive psychology; Psychiatry; Clinical psychology; Developmental psychology; Computer science; Information retrieval","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007624581,0.001057516,0.0006100438,0.002541449,0.001582646,0.003050208,0.0009457582,0.002044497,0.9369764],"category_scores_gemma":[0.00163699,0.0003649199,0.0005619068,0.001762,0.0007050753,0.002018207,0.002621482,0.001240746,0.9125013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009689744,"about_ca_system_score_gemma":0.0008670783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004502464,"about_ca_topic_score_gemma":0.003337779,"domain_scores_codex":[0.9993975,0.00006322553,0.00004523954,0.0001580731,0.0001629558,0.0001729233],"domain_scores_gemma":[0.9987233,0.0002228896,0.00006930235,0.0001958608,0.0004226757,0.0003659866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002495397,0.0004164829,0.003312476,0.0002951945,0.00001839139,0.0003931807,0.0001844175,0.0002464902,0.003218045,0.006844104,0.142982,0.8418397],"study_design_scores_gemma":[0.00005522386,0.0001015305,0.005112843,0.0003401617,0.0000154236,0.0007299063,0.000288155,0.0006269783,0.001019101,0.001856281,0.9898286,0.00002587663],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004794205,0.000577061,0.003389794,0.0009498502,0.0007162264,0.0001606099,0.001156133,0.001198783,0.9870573],"genre_scores_gemma":[0.007584342,0.000248258,0.002121498,0.0003752182,0.00007404597,0.0001032912,0.001052991,0.0002653679,0.988175],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06302363,"threshold_uncertainty_score":0.08989555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01314566544575648,"score_gpt":0.2551512350058471,"score_spread":0.2420055695600906,"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."}}