{"id":"W4391414306","doi":"10.1515/9781846159312-003","title":"Preface","year":2011,"lang":"en","type":"book-chapter","venue":"Boydell and Brewer eBooks","topic":"Musicology and Musical Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Regina","keywords":"Philosophy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001029426,0.000672924,0.0005482495,0.002196018,0.00290148,0.004714222,0.001154307,0.00129112,0.4814906],"category_scores_gemma":[0.005059986,0.0002547073,0.0004272236,0.002209534,0.0008641837,0.003451054,0.002158745,0.002288444,0.2882067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002113301,"about_ca_system_score_gemma":0.001821128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005006689,"about_ca_topic_score_gemma":0.00734615,"domain_scores_codex":[0.9991361,0.0001333708,0.00004651521,0.0001661313,0.00043303,0.00008477794],"domain_scores_gemma":[0.9980401,0.0003364991,0.00008347433,0.0002379006,0.0009785529,0.0003234056],"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":[0.00001930165,0.00001356003,0.00009609624,0.00009194059,0.000001316766,0.0000363531,0.0001837549,0.00002271316,0.0001003609,0.00981392,0.9506877,0.03893306],"study_design_scores_gemma":[0.000001024274,0.000004273543,0.0001344289,0.00005682543,4.235903e-7,0.00002418005,0.00009301739,0.000005981793,0.00002505973,0.0009013239,0.9987519,0.000001578195],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009088769,0.005795292,0.002065823,0.01592936,0.05003179,0.0002291901,0.007249514,0.0007826891,0.9170076],"genre_scores_gemma":[0.00463497,0.003161167,0.001112621,0.003338702,0.008041765,0.0001294005,0.004916179,0.0004870269,0.9741781],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5185094,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05522832163578528,"score_gpt":0.1862939487098906,"score_spread":0.1310656270741054,"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."}}