{"id":"W4245636988","doi":"10.21083/csieci.v12i1.3977","title":"Just Improvisation","year":2018,"lang":"fr","type":"article","venue":"Critical Studies in Improvisation / Études critiques en improvisation","topic":"Artistic and Creative Research","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Arts and Humanities Research Council","keywords":"Improvisation; Psychology; Art; Visual arts","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.003436127,0.0009134344,0.001008408,0.0006421976,0.001957668,0.0008115421,0.0005348134,0.0006080884,0.002364171],"category_scores_gemma":[0.0112399,0.0009455477,0.0002771975,0.0004380411,0.01006786,0.002600348,0.0004976351,0.001061017,0.0005991508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003092786,"about_ca_system_score_gemma":0.0006929978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003309941,"about_ca_topic_score_gemma":0.004174787,"domain_scores_codex":[0.991891,0.001329161,0.001877482,0.00142872,0.00118301,0.002290628],"domain_scores_gemma":[0.992269,0.003063866,0.0002990315,0.0006770685,0.003174654,0.0005163706],"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":[0.0002171586,0.0006425148,0.0004484857,0.001856588,0.0001675208,0.00003608613,0.03558115,0.000003020951,0.0008023627,0.8671899,0.006914544,0.08614068],"study_design_scores_gemma":[0.004173482,0.008473148,0.007090961,0.002998727,0.0009437523,0.00008854011,0.3903308,0.0192006,0.007523042,0.1060912,0.4494402,0.003645501],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1935215,0.04074975,0.04591122,0.2145185,0.02309004,0.01064564,0.002196459,0.002140865,0.467226],"genre_scores_gemma":[0.9739701,0.003259538,0.002012111,0.001811727,0.008753629,0.0005838217,0.0001444409,0.0001459543,0.009318641],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7804486,"threshold_uncertainty_score":0.9993417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2060744290658491,"score_gpt":0.4762358903779249,"score_spread":0.2701614613120757,"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."}}