{"id":"W4411618254","doi":"10.51847/xajtveu0dq","title":"10.51847/xAjTVEu0dQ","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Generalized anxiety disorder; Schema (genetic algorithms); Anxiety; Social anxiety; Psychology; Clinical psychology; Cognitive psychology; Psychotherapist; Psychiatry; Computer science; Machine learning","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":[0.0006653031,0.0006451237,0.0004247413,0.001026978,0.000774623,0.001709954,0.0005910742,0.001621038,0.8891337],"category_scores_gemma":[0.000934881,0.000218374,0.0003549134,0.0005886756,0.0004150819,0.001154805,0.001090097,0.0008508762,0.7655689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004472097,"about_ca_system_score_gemma":0.0004900098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001681564,"about_ca_topic_score_gemma":0.001476362,"domain_scores_codex":[0.9996281,0.00007593238,0.00002949458,0.00008867317,0.000077505,0.0001002614],"domain_scores_gemma":[0.9992873,0.0001882892,0.00004908932,0.00007775408,0.000161007,0.0002365756],"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":[0.0005759586,0.0008529238,0.004943731,0.0003054931,0.00001926077,0.0004832534,0.0002014991,0.0001370314,0.003472733,0.002747311,0.07653081,0.90973],"study_design_scores_gemma":[0.0003373629,0.0009189094,0.02244754,0.0006410264,0.00004570372,0.003460368,0.000855812,0.001367711,0.002637501,0.003412343,0.9638273,0.00004840201],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02829428,0.002084349,0.004490407,0.002922018,0.001308074,0.0002485336,0.001440676,0.001838316,0.9573733],"genre_scores_gemma":[0.02912551,0.0006642845,0.002956696,0.0009224552,0.0001541669,0.0001565514,0.0008590064,0.0002269857,0.9649343],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1108663,"threshold_uncertainty_score":0.1581373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01322336897846806,"score_gpt":0.255014192670122,"score_spread":0.241790823691654,"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."}}