{"id":"W4288984762","doi":"","title":"Improvisation/Concertation","year":2019,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Arts, Culture, and Music Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Association for Canadian and Québec Literatures","funders":"","keywords":"Improvisation; Art; Visual arts","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.006380408,0.0004645681,0.0005388496,0.0001109852,0.001486185,0.0004310157,0.001180645,0.0005224402,0.001019904],"category_scores_gemma":[0.002368436,0.0004943208,0.0003593491,0.0005256808,0.001092639,0.0003722878,0.00078021,0.000661835,0.0008195656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004235251,"about_ca_system_score_gemma":0.0007595713,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01383346,"about_ca_topic_score_gemma":0.01823863,"domain_scores_codex":[0.9901781,0.006630437,0.0007059058,0.00102794,0.0007917742,0.0006658531],"domain_scores_gemma":[0.9920155,0.002025774,0.000862716,0.00143155,0.003403141,0.0002613252],"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":[0.000009062656,0.0003256151,0.002942206,0.0001446062,0.0001519288,0.000001638028,0.1924893,0.0001034303,0.0005420262,0.7121193,0.01044898,0.08072191],"study_design_scores_gemma":[0.0008787469,9.882365e-7,0.0158513,0.001922924,0.0002135044,0.00000427867,0.01182519,0.004905398,0.003758066,0.01896723,0.940585,0.001087346],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08664303,0.004715831,0.05623241,0.07181432,0.003429269,0.001479846,0.00009505703,0.0003578734,0.7752324],"genre_scores_gemma":[0.7370478,0.003541229,0.01387967,0.0005882619,0.0002535637,0.0001268503,0.0003918907,0.00005275228,0.244118],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.930136,"threshold_uncertainty_score":0.9999584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02463276089021462,"score_gpt":0.2611803068069266,"score_spread":0.236547545916712,"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."}}