{"id":"W4416102960","doi":"10.21083/csieci.v16i2.8708","title":"Glisten and Glint: The Ajay Way","year":2025,"lang":"en","type":"article","venue":"Critical Studies in Improvisation / Études critiques en improvisation","topic":"South Asian Studies and Diaspora","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Process (computing); Identification (biology); Order (exchange); Product (mathematics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.005117379,0.0004680588,0.000451081,0.001088639,0.02151275,0.01385546,0.0009700168,0.00390766,0.009150105],"category_scores_gemma":[0.01097153,0.0004554169,0.0002164363,0.0009189266,0.02434571,0.01409841,0.00668192,0.0128562,0.001577229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004447877,"about_ca_system_score_gemma":0.005503879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02271663,"about_ca_topic_score_gemma":0.05278271,"domain_scores_codex":[0.9960927,0.002446476,0.00006140835,0.0003205112,0.0005732357,0.0005055648],"domain_scores_gemma":[0.9944721,0.002672573,0.0002674075,0.0003614238,0.000815119,0.001411228],"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":[0.00009512404,0.00003526572,0.000580195,0.0001166328,0.00001092351,0.0004456899,0.2888686,0.00003938968,0.000400042,0.4938238,0.1961167,0.01946764],"study_design_scores_gemma":[0.000007475915,0.00001647644,0.0003506672,0.0002823805,0.000004154169,0.0001858549,0.1128189,0.00003964633,0.000229345,0.03686305,0.8491824,0.0000197272],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.02745653,0.03489686,0.003226968,0.5559094,0.007881437,0.00004023187,0.00003895493,0.0001510614,0.3703986],"genre_scores_gemma":[0.583188,0.01446118,0.00318907,0.1057376,0.001510802,0.0001091321,0.00002115045,0.0004835134,0.2912996],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02271663,"threshold_uncertainty_score":0.04516882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06968958032612638,"score_gpt":0.3742025874409008,"score_spread":0.3045130071147745,"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."}}