{"id":"W4388691970","doi":"10.5325/shaw.43.2.0366","title":"NOTICES","year":2023,"lang":"en","type":"article","venue":"Shaw","topic":"Literature Analysis and Criticism","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Icon; Citation; Modernism (music); Library science; Art history; World Wide Web; History; Computer science","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":[],"category_scores_codex":[0.00005858625,0.00003056418,0.00007693226,0.00004874751,0.00002020668,0.00001377098,0.00002272912,0.00002238936,0.0004115009],"category_scores_gemma":[0.000027771,0.00002170174,0.00004745383,0.0002389302,0.00001012853,0.0000253984,0.0000104113,0.00004511368,0.001107767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003266936,"about_ca_system_score_gemma":0.000008400727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004818775,"about_ca_topic_score_gemma":0.000001902475,"domain_scores_codex":[0.9996886,0.00000435567,0.00005580117,0.0000730071,0.00009100608,0.00008725562],"domain_scores_gemma":[0.9998044,0.00001512291,0.000006477748,0.0001092792,0.0000251076,0.00003960971],"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":[0.00009535185,0.0002522525,0.07438918,0.0004273371,0.000507999,0.001617817,0.004143695,0.00001810159,0.02563627,0.0789134,0.765839,0.0481596],"study_design_scores_gemma":[0.0006814661,0.0001166673,0.09310321,0.0001079363,0.0002657134,0.00001493576,0.000506323,0.001473189,0.002805332,0.001994556,0.8987926,0.0001381168],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7539442,0.0005734393,0.0000186543,0.01175238,0.0002149071,0.00008138728,0.000005604863,0.0002469098,0.2331625],"genre_scores_gemma":[0.9760395,0.00001139515,0.00008124908,0.001720934,0.0002044108,0.000002459555,0.00003006473,0.000004825487,0.02190513],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2220954,"threshold_uncertainty_score":0.99967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01825655069209655,"score_gpt":0.3124137035590866,"score_spread":0.2941571528669901,"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."}}