{"id":"W4416102948","doi":"10.21083/csieci.v16i2.8684","title":"Note for Ajay","year":2025,"lang":"en","type":"article","venue":"Critical Studies in Improvisation / Études critiques en improvisation","topic":"Legal Cases and Commentary","field":"Medicine","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":[0.00760525,0.001200447,0.001984952,0.00141238,0.009409282,0.006475295,0.003320814,0.01911854,0.03141339],"category_scores_gemma":[0.07243086,0.0009110504,0.001673318,0.001282969,0.004455199,0.01029324,0.005446237,0.04630419,0.02149488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005103643,"about_ca_system_score_gemma":0.01343468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05115969,"about_ca_topic_score_gemma":0.09404074,"domain_scores_codex":[0.9908251,0.0015552,0.0006645366,0.001562864,0.004629305,0.0007629886],"domain_scores_gemma":[0.950973,0.0174447,0.001807331,0.001866764,0.0217723,0.006135924],"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":[0.00001211242,0.00001059015,0.00003839987,0.00002973042,0.000003458339,0.00005228576,0.0001215687,0.000006933271,0.00003808345,0.001786058,0.9963638,0.001536931],"study_design_scores_gemma":[0.00001567853,0.00001810601,0.0004188521,0.0002129219,0.000008411321,0.0001304516,0.0006004814,0.00003932534,0.00007312759,0.002508572,0.9959297,0.00004440525],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0001838899,0.005005545,0.0001681211,0.9186405,0.06612679,0.00004480914,0.0001443406,0.00007636989,0.009609655],"genre_scores_gemma":[0.001928172,0.001567584,0.000418077,0.9131688,0.01520999,0.0001364401,0.00003409042,0.00008033945,0.06745645],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05115969,"threshold_uncertainty_score":0.1050883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06689980930248539,"score_gpt":0.4788406350899849,"score_spread":0.4119408257874995,"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."}}