{"id":"W4230005793","doi":"10.7202/1064953ar","title":"BREAKDOWN","year":2019,"lang":"en","type":"article","venue":"Surfaces","topic":"Mental Health and Psychiatry","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"GRASP; Institution; Sign (mathematics); Psychology; Psychoanalysis; Philosophy; Computer science; Sociology; Mathematics; Social science; Programming language","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":[],"consensus_categories":[],"category_scores_codex":[0.001508063,0.001026446,0.0006221804,0.001583979,0.004160039,0.008622597,0.001931015,0.00270831,0.2089093],"category_scores_gemma":[0.01080007,0.0004714208,0.0007703262,0.001541812,0.003868294,0.006799464,0.008137423,0.004479468,0.09065861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00366914,"about_ca_system_score_gemma":0.004215876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006938924,"about_ca_topic_score_gemma":0.005142126,"domain_scores_codex":[0.9957877,0.0006785104,0.0002442542,0.0006025394,0.001711246,0.0009756332],"domain_scores_gemma":[0.9963482,0.0004037862,0.0004064187,0.0006622867,0.001611438,0.000567856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000295695,0.00008107763,0.00130695,0.000523377,0.00001900436,0.0009972942,0.008019612,0.0001310272,0.001937978,0.2242655,0.6372895,0.1251329],"study_design_scores_gemma":[0.00001090293,0.00003944047,0.001382592,0.0002952816,0.000005916796,0.001136763,0.00501203,0.00007852013,0.0005327106,0.01687327,0.9746116,0.00002098107],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01229462,0.003170982,0.008157156,0.01669101,0.006438811,0.0003253508,0.001984202,0.001355687,0.9495822],"genre_scores_gemma":[0.2692106,0.004179348,0.005457001,0.01642572,0.001025645,0.0001964117,0.002653536,0.001153483,0.6996983],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2089093,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02096013848621807,"score_gpt":0.2453775507719464,"score_spread":0.2244174122857283,"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."}}