{"id":"W4416102979","doi":"10.21083/csieci.v16i2.8715","title":"For Ajay","year":2025,"lang":"en","type":"article","venue":"Critical Studies in Improvisation / Études critiques en improvisation","topic":"Musicology and Musical Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001023927,0.0005972309,0.0004119785,0.0008063451,0.009123676,0.004809502,0.0009936412,0.004685288,0.1411725],"category_scores_gemma":[0.007880751,0.0002817164,0.0003916154,0.0005098466,0.001448846,0.003829563,0.003682896,0.005984359,0.05965916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001557868,"about_ca_system_score_gemma":0.002166507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01430626,"about_ca_topic_score_gemma":0.0598039,"domain_scores_codex":[0.9989625,0.0002440316,0.00003134182,0.0001610319,0.0004227515,0.0001783236],"domain_scores_gemma":[0.9977794,0.0004379856,0.0001169859,0.00008686566,0.0009055098,0.0006731918],"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":[0.00001086751,0.00001179775,0.00007383005,0.00002764846,0.000001127141,0.00006117704,0.0004724429,0.000005000651,0.00007232027,0.00243351,0.9902447,0.006585614],"study_design_scores_gemma":[0.000002865655,0.000006784217,0.0002727091,0.00005524977,9.817385e-7,0.00005532965,0.001556966,0.000012846,0.00003084241,0.0006589067,0.9973406,0.000005809282],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.002360806,0.021081,0.0008162183,0.5674672,0.07995223,0.00009322684,0.0003950284,0.0003647177,0.3274697],"genre_scores_gemma":[0.00834042,0.003935609,0.0005077607,0.1014053,0.006870225,0.00005307063,0.0001029368,0.0002223467,0.8785623],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1411725,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1242468789157175,"score_gpt":0.4320074589601038,"score_spread":0.3077605800443863,"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."}}