{"id":"W4244329915","doi":"10.1017/9781787442528.001","title":"Introduction","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Musicology and Musical Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Université de Montréal","funders":"","keywords":"History","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00175449,0.0009607002,0.0007487937,0.001657038,0.002877886,0.007758711,0.002475511,0.003751801,0.5691419],"category_scores_gemma":[0.007554205,0.0003851588,0.0008214433,0.001662323,0.001318441,0.004644799,0.004350938,0.003023458,0.4098582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002946121,"about_ca_system_score_gemma":0.005103463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004275193,"about_ca_topic_score_gemma":0.004382875,"domain_scores_codex":[0.9974612,0.0003479304,0.0001488073,0.0006754452,0.001059847,0.0003068815],"domain_scores_gemma":[0.9971921,0.0004143301,0.000128282,0.000426956,0.001322053,0.000516339],"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":[0.00005779563,0.00004342395,0.0004828004,0.0003159652,0.00000746087,0.0001726022,0.0004788857,0.00008728004,0.0002664686,0.03873028,0.8524049,0.1069521],"study_design_scores_gemma":[0.000003543676,0.00000920443,0.000216689,0.0001156591,0.000001549692,0.00007727618,0.000133082,0.00001996131,0.00005394731,0.002743552,0.9966208,0.000004720018],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00143372,0.005307375,0.004501341,0.01714469,0.01579039,0.0002997869,0.007357335,0.001493104,0.9466723],"genre_scores_gemma":[0.01143072,0.00441888,0.003202122,0.008979447,0.003387402,0.0003084878,0.007700969,0.0008138104,0.9597582],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4308581,"threshold_uncertainty_score":0.6145668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03221528791633984,"score_gpt":0.1997899375829993,"score_spread":0.1675746496666595,"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."}}