{"id":"W4246480446","doi":"10.1353/not.2017.0094","title":"Books Recently Published","year":2017,"lang":"en","type":"article","venue":"Notes","topic":"Diverse Musicological Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Art history; Art; Media studies; History; Humanities; Sociology","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":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007134325,0.00006561112,0.00009814826,0.00001379091,0.001104275,0.002011997,0.0002570665,0.00001967083,0.00872376],"category_scores_gemma":[0.0005583203,0.00004565142,0.00004060939,0.000002302952,0.0003442541,0.0002924718,0.0001749699,0.00005976629,0.0006065362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001033697,"about_ca_system_score_gemma":0.00000494946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003674923,"about_ca_topic_score_gemma":0.0005321323,"domain_scores_codex":[0.9995669,0.000007745356,0.00006826976,0.0001205152,0.00009395559,0.0001426325],"domain_scores_gemma":[0.9995462,0.00005953124,0.00006322806,0.000235251,0.00006627417,0.00002948475],"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":[0.000008809875,0.00004561071,0.00408037,0.000005859221,0.0000329996,0.000008303723,0.003556555,1.09717e-7,0.00002007091,0.8910003,0.07866582,0.02257522],"study_design_scores_gemma":[0.000131655,0.00002960772,0.007421134,0.000005595251,0.00000794572,9.931873e-8,0.0002464744,0.000001670347,0.00004504796,0.008367319,0.9836676,0.00007588974],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06332777,0.0000579857,0.000001282555,0.00567972,0.0009841002,0.00006232706,0.00001022419,0.0000776564,0.929799],"genre_scores_gemma":[0.9731811,0.000007002783,0.00003637409,0.0007852179,0.0005868505,0.000007774174,0.000001742153,0.000004837858,0.02538909],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9098533,"threshold_uncertainty_score":0.999024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2082278705874649,"score_gpt":0.2659260007974825,"score_spread":0.05769813021001757,"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."}}