{"id":"W1984681558","doi":"10.7202/045329ar","title":"L’oral, pour se dire : remarques sur la communication orale dans les apprentissages en français en milieu francophone minoritaire","year":2011,"lang":"fr","type":"article","venue":"Cahiers franco-canadiens de l Ouest","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Saint-Boniface","funders":"","keywords":"Humanities; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008119928,0.0006631532,0.0008347785,0.0003173722,0.001615294,0.0002989217,0.0009229869,0.00067867,0.004583978],"category_scores_gemma":[0.0004339724,0.0007111443,0.0004686752,0.0002532054,0.002157511,0.0003767301,0.0001289512,0.0009609715,0.0002748697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003600014,"about_ca_system_score_gemma":0.0003208693,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4189838,"about_ca_topic_score_gemma":0.5908636,"domain_scores_codex":[0.9964585,0.000754132,0.0007397091,0.0006667475,0.0003525042,0.001028393],"domain_scores_gemma":[0.9968424,0.0005493316,0.0003089826,0.001219867,0.000487364,0.0005920884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008054193,0.0009296532,0.02701709,0.0006061618,0.001138755,0.0008024865,0.7514216,0.00005636422,0.0001135982,0.09784224,0.07774119,0.04225027],"study_design_scores_gemma":[0.0008802902,0.0001319654,0.01263843,0.0004833979,0.0009211125,0.00003858441,0.0578555,0.0009951008,0.0003285643,0.002736762,0.9219571,0.00103323],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5202572,0.07422974,0.0005103414,0.001306364,0.002561185,0.0004104717,0.001220318,0.0001727155,0.3993316],"genre_scores_gemma":[0.8569117,0.004336002,0.00151723,0.0002243857,0.001812305,0.00005533074,0.00021641,0.0001244865,0.1348022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8442159,"threshold_uncertainty_score":0.9996845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01750087082450428,"score_gpt":0.2330678149553016,"score_spread":0.2155669441307973,"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."}}