{"id":"W4292658960","doi":"","title":"Les enseignants et la langue au Québec","year":2009,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00127239,0.000608471,0.0006214553,0.002408751,0.006830859,0.006807534,0.0008683467,0.0009163281,0.039096],"category_scores_gemma":[0.004957259,0.0003489203,0.0005061083,0.00625081,0.001929379,0.002354141,0.001087755,0.003237538,0.00254047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06176049,"about_ca_system_score_gemma":0.04214907,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9959773,"about_ca_topic_score_gemma":0.9951177,"domain_scores_codex":[0.9981495,0.0004885566,0.00008746825,0.0003196344,0.000545132,0.0004097211],"domain_scores_gemma":[0.9961164,0.001016131,0.0002392381,0.0001607433,0.001980263,0.0004872724],"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":[0.0007975247,0.0003201557,0.162826,0.000753945,0.0003573796,0.002439673,0.05018687,0.006950642,0.003466368,0.3134113,0.1578942,0.3005959],"study_design_scores_gemma":[0.00007167632,0.0000707699,0.2175321,0.00052715,0.0001003505,0.0002874622,0.01705356,0.004662729,0.0009172837,0.005192927,0.7534366,0.0001473859],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.515304,0.01819709,0.01239979,0.03320428,0.001182947,0.0002223397,0.02788848,0.0007285853,0.3908725],"genre_scores_gemma":[0.7078422,0.004691325,0.003112141,0.0009926378,0.000089685,0.0001119587,0.003515493,0.0001671715,0.2794773],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.06176049,"threshold_uncertainty_score":0.4481058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03452089850764153,"score_gpt":0.3081905884135546,"score_spread":0.273669689905913,"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."}}