{"id":"W4416102924","doi":"10.21083/csieci.v16i2.8830","title":"CODA","year":2025,"lang":"en","type":"article","venue":"Critical Studies in Improvisation / Études critiques en improvisation","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Relation (database); Point (geometry); Coda; Telmatology","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":[0.004647831,0.0007541318,0.0007603191,0.001999976,0.004997099,0.01030706,0.002024157,0.004775181,0.09722864],"category_scores_gemma":[0.02318851,0.0004148542,0.0005803027,0.001662515,0.003025304,0.006873012,0.004551473,0.00666346,0.05368276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004666334,"about_ca_system_score_gemma":0.007915623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02001119,"about_ca_topic_score_gemma":0.03083893,"domain_scores_codex":[0.9957635,0.0008210681,0.0003301598,0.000801868,0.001837438,0.0004460166],"domain_scores_gemma":[0.9886715,0.003391448,0.0004610036,0.001365428,0.005218965,0.0008918015],"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":[0.00003792724,0.000009026672,0.0001577552,0.0001599058,0.000004218227,0.00006056613,0.0009089687,0.00003483374,0.000171912,0.09387472,0.8814801,0.02310017],"study_design_scores_gemma":[0.000001960085,0.000001819423,0.00008962207,0.0001017385,0.000001001684,0.00001932617,0.0002620743,0.00001347996,0.00007046945,0.001877721,0.9975569,0.000003860952],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001700227,0.02509768,0.00436891,0.3115733,0.0415632,0.0001068399,0.001139985,0.0006193579,0.6138305],"genre_scores_gemma":[0.01561587,0.008463617,0.002318388,0.06425957,0.003816232,0.0001988352,0.0005932481,0.0007468667,0.9039874],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09722864,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0983209163605645,"score_gpt":0.5048503952524758,"score_spread":0.4065294788919113,"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."}}