{"id":"W2114311081","doi":"10.21083/nrsc.v0i8.3510","title":"Improvisation et apprentissage du français","year":2015,"lang":"fr","type":"article","venue":"Nouvelle Revue Synergies Canada","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Improvisation; Art; Humanities; Visual arts","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003730014,0.0007510654,0.0004755863,0.002146689,0.004170797,0.005495346,0.001006264,0.001567525,0.01623572],"category_scores_gemma":[0.01131676,0.0001993684,0.0005426523,0.002360875,0.003673212,0.002156429,0.002222443,0.001629061,0.001315071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01425517,"about_ca_system_score_gemma":0.01175041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4010089,"about_ca_topic_score_gemma":0.4283541,"domain_scores_codex":[0.9957948,0.002230252,0.000134192,0.0004128134,0.001053609,0.0003743309],"domain_scores_gemma":[0.9924784,0.004829377,0.000331624,0.0004570808,0.001513499,0.0003900328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004139153,0.0001982278,0.01333447,0.001258355,0.00009913591,0.0007443356,0.1811413,0.003023624,0.003567111,0.2028856,0.06488626,0.5284477],"study_design_scores_gemma":[0.00001888243,0.0001223333,0.01717445,0.0007040565,0.00002023621,0.0003391629,0.05085253,0.002204034,0.00178742,0.007863522,0.9188459,0.00006757412],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4479652,0.03692073,0.04009629,0.02696555,0.003812502,0.0002358335,0.001683608,0.0007324088,0.4415878],"genre_scores_gemma":[0.7542699,0.01319521,0.01495982,0.001074734,0.0006584786,0.000158598,0.0008747163,0.0003810121,0.2144276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4010089,"threshold_uncertainty_score":0.7973496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02263985558846801,"score_gpt":0.262974316656887,"score_spread":0.240334461068419,"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."}}