{"id":"W4392706944","doi":"10.1353/mos.2022.a921608","title":"Introduction","year":2022,"lang":"en","type":"article","venue":"Mosaic","topic":"Art, Politics, and Modernism","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Philosophy","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":[],"category_scores_codex":[0.00006287853,0.00004225701,0.00004809864,0.00002953891,0.0005167327,0.00002998859,0.00006007223,0.000005123641,0.0176354],"category_scores_gemma":[0.000004816178,0.00004241411,0.00002764284,8.283849e-7,0.00005851238,0.00005623653,0.00004660948,0.00008108462,0.0001894746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003917694,"about_ca_system_score_gemma":0.00001324874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003232661,"about_ca_topic_score_gemma":0.0005836276,"domain_scores_codex":[0.9995981,0.00002276744,0.00006748782,0.00009575331,0.00009550467,0.0001203172],"domain_scores_gemma":[0.9998266,0.000005733802,0.0000194526,0.000112542,0.00001360054,0.00002204236],"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":[0.000004068522,0.00003755156,0.00002006375,0.000003908207,0.000008349122,0.000002135693,0.0602596,0.0000427892,0.00003527693,0.2544418,0.6836694,0.001475009],"study_design_scores_gemma":[0.00007066664,0.00003973322,0.0000160838,2.526323e-7,0.00000570968,0.000002953722,0.002027552,0.0001058351,0.0000441318,0.007237507,0.9903927,0.00005683515],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1173474,0.0005268993,0.0002065301,0.02677849,0.01063884,0.00033375,0.0003863803,0.0005405439,0.8432412],"genre_scores_gemma":[0.698772,0.000002160886,0.00001039539,0.001063432,0.003244743,0.00002258905,0.00007385456,0.000009357635,0.2968015],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5814246,"threshold_uncertainty_score":0.9832626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.031386020222565,"score_gpt":0.2236493117574896,"score_spread":0.1922632915349246,"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."}}