{"id":"W197123236","doi":"","title":"La communication orale : un outil pour réfléchir","year":2004,"lang":"fr","type":"article","venue":"Érudit (Université de Montréal)","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Computer science","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":[],"category_scores_codex":[0.001336011,0.0002268199,0.0002688479,0.0001203476,0.001337975,0.00004223891,0.0007715957,0.0004135511,0.001062181],"category_scores_gemma":[0.0002769632,0.0002877156,0.0001835349,0.0007204034,0.0006767418,0.0003230938,0.0003357231,0.0005945123,0.0006995424],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009924857,"about_ca_system_score_gemma":0.0002332678,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07573606,"about_ca_topic_score_gemma":0.1666552,"domain_scores_codex":[0.9967729,0.00178095,0.0001785185,0.0003323626,0.0003630378,0.0005721678],"domain_scores_gemma":[0.9983427,0.0004425745,0.0002264617,0.0005973352,0.000108518,0.0002824071],"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":[0.00003038939,0.0002211396,0.0007030369,0.00002922186,0.0001207891,0.001141925,0.03652004,0.001650886,0.0003522471,0.3358127,0.01355992,0.6098577],"study_design_scores_gemma":[0.001143366,0.00004859784,0.001697521,0.0001278582,0.0001488646,0.0001269981,0.01182808,0.0001929554,0.0002206664,0.03007592,0.9540581,0.0003311427],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3816758,0.2274728,0.009321133,0.2372695,0.0006272488,0.0003210093,0.0000271405,0.0003353689,0.14295],"genre_scores_gemma":[0.4881185,0.0192284,0.1404744,0.0007641638,0.0002844349,0.000006133985,0.00002998133,0.00006383353,0.3510301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9404981,"threshold_uncertainty_score":0.9999622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01109674547228635,"score_gpt":0.2236507395854394,"score_spread":0.2125539941131531,"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."}}