{"id":"W2731689937","doi":"","title":"Issue #9 - February 2015","year":2014,"lang":"en","type":"article","venue":"Pro Tem","topic":"Medical Research and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Shit; Art; Entertainment; Mental health; Humanities; Art history; The arts; Media studies; Visual arts; Sociology; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00227183,0.00005991315,0.0001151636,0.00003543459,0.0003289806,0.000007934459,0.0001711553,0.0001066578,0.01024009],"category_scores_gemma":[0.005243858,0.00004198383,0.00001955757,0.0000901291,0.00003593406,0.0001263394,0.00009631127,0.0006822585,0.0195915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002473446,"about_ca_system_score_gemma":0.0002254627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005045253,"about_ca_topic_score_gemma":0.0000703359,"domain_scores_codex":[0.9981164,0.0007834581,0.0001894643,0.0001441302,0.000342605,0.0004239442],"domain_scores_gemma":[0.9976746,0.001601835,0.0000722606,0.0002316681,0.00007856997,0.0003410349],"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":[0.00005538333,0.00003304234,0.0135634,0.0002612998,0.000008976342,0.000003707252,0.0006015869,5.491999e-8,0.0001313115,0.003007661,0.8958391,0.08649449],"study_design_scores_gemma":[0.0002774126,0.00007721267,0.007848053,0.00006565147,0.000003348295,4.024924e-7,0.000262341,0.0001850677,0.00005113062,0.002066321,0.9891106,0.00005243974],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02827242,0.001681856,0.001872011,0.1005232,0.001819156,0.001247987,0.000008334818,0.0002839045,0.8642912],"genre_scores_gemma":[0.7925061,0.0004653962,0.002582994,0.01453417,0.004790165,0.0004162355,0.00002890086,0.00004258932,0.1846334],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7642337,"threshold_uncertainty_score":0.9906647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1567644096860649,"score_gpt":0.5505459985434785,"score_spread":0.3937815888574137,"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."}}