{"id":"W4416102934","doi":"10.21083/csieci.v16i2.8717","title":"Ajay Heble Tribute","year":2025,"lang":"en","type":"article","venue":"Critical Studies in Improvisation / Études critiques en improvisation","topic":"Political Developments and Conflicts","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003009594,0.0005627247,0.0004998746,0.000565029,0.01501646,0.006628548,0.001244015,0.006837758,0.04490472],"category_scores_gemma":[0.01428312,0.0003696545,0.0003998991,0.000292279,0.002973397,0.003859611,0.003319027,0.01702821,0.01099948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003064115,"about_ca_system_score_gemma":0.003961491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02121268,"about_ca_topic_score_gemma":0.05938077,"domain_scores_codex":[0.9975995,0.0006758716,0.00005892649,0.0004247987,0.0008921098,0.0003486508],"domain_scores_gemma":[0.9951823,0.001643716,0.0001786982,0.0002162277,0.001462032,0.001316939],"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":[0.00001821564,0.00001413118,0.00006575017,0.00001807159,0.000001940017,0.00007848902,0.0004432463,0.00001287925,0.00009036581,0.01337432,0.9810746,0.004808029],"study_design_scores_gemma":[0.000003368679,0.00001062281,0.0002336037,0.00006173292,0.000001246401,0.00004917058,0.001376857,0.00002672469,0.00009071443,0.002103241,0.9960336,0.000009109741],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001511848,0.01405856,0.0006052063,0.7567971,0.05419137,0.00003398361,0.00008654192,0.000105653,0.1726097],"genre_scores_gemma":[0.02180636,0.002534232,0.0006101321,0.2220307,0.004717479,0.00005637009,0.00003070652,0.0001333723,0.7480806],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04490472,"threshold_uncertainty_score":0.1502213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09689546414938857,"score_gpt":0.5086165424369806,"score_spread":0.4117210782875921,"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."}}