{"id":"W1936396944","doi":"10.21083/nrsc.v0i8.3141","title":"L’improvisation : une invitation à voyager en classe de FLE","year":2015,"lang":"fr","type":"article","venue":"Nouvelle Revue Synergies Canada","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Improvisation; Art; Sociology; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002154894,0.0002492998,0.0003165563,0.00008914189,0.0003179928,0.00009376903,0.000384936,0.0003365584,0.000360986],"category_scores_gemma":[0.003392659,0.0002957555,0.0000775743,0.0009765499,0.0002716635,0.0003532332,0.000077656,0.0004585608,0.00005417022],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.003907062,"about_ca_system_score_gemma":0.00822732,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9719713,"about_ca_topic_score_gemma":0.98076,"domain_scores_codex":[0.9960288,0.001740127,0.0003874373,0.0004027016,0.0006403771,0.0008005474],"domain_scores_gemma":[0.9978153,0.0008070914,0.0002621346,0.0003458693,0.0002476272,0.0005219987],"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":[0.00002407718,0.00007010734,0.001402697,0.000288764,0.00008241861,0.0002367016,0.1360982,0.01933576,0.001127756,0.0129849,0.3853229,0.4430258],"study_design_scores_gemma":[0.0003251677,0.00008153688,0.0009555176,0.0001158964,0.0000674545,0.00001286282,0.07445948,0.0044599,0.0004464732,0.001326868,0.9173496,0.0003992926],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5931231,0.02130704,0.007078232,0.2093464,0.01812364,0.0009347678,0.00007947713,0.0002902805,0.1497171],"genre_scores_gemma":[0.580348,0.0004211331,0.03538116,0.002080135,0.002837894,0.000055843,0.00007037864,0.00008605814,0.3787194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5320267,"threshold_uncertainty_score":0.9999495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02470115922796069,"score_gpt":0.2817080577800821,"score_spread":0.2570068985521214,"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."}}