{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0000559989,0.00004622256,0.00005926605,0.00001436129,0.00009140741,0.0000374152,0.00005576084,0.00001254863,0.02528118],"category_scores_gemma":[6.424048e-7,0.00003549254,0.00002091547,0.000008217346,0.00002677436,0.0000722544,0.000008146423,0.0000416383,0.006369197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004868586,"about_ca_system_score_gemma":0.00001349206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003376473,"about_ca_topic_score_gemma":0.0004776408,"domain_scores_codex":[0.999641,0.00001043342,0.00007361097,0.00007903975,0.00007041645,0.0001255112],"domain_scores_gemma":[0.9998224,0.00001551061,0.00002048388,0.00009061299,0.00001066177,0.00004030589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006761921,0.0001103774,0.06085071,0.0003339374,0.00002545991,0.000001581266,0.02506693,0.000009930388,0.00010451,0.7911673,0.1134034,0.00885831],"study_design_scores_gemma":[0.0001372132,0.00005564599,0.001443828,0.00001226167,0.000001690164,4.912398e-7,0.001948418,0.00001696801,0.00003318096,0.001699039,0.9945831,0.00006814608],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5590134,0.0002736702,6.816595e-8,0.000324334,0.001383174,0.00005628275,0.000008783291,0.00002683354,0.4389135],"genre_scores_gemma":[0.9158126,0.000009523881,0.00002249109,0.0007103203,0.0001920095,0.000001579924,0.00000631795,0.00000500839,0.08324013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8811797,"threshold_uncertainty_score":0.9944044,"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."}}