{"id":"W4404257806","doi":"10.1522/rhe.v8i5.1616","title":"Pour des pratiques efficaces en contexte de bilinguisme","year":2024,"lang":"fr","type":"article","venue":"Revue hybride de l éducation","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Rimouski","funders":"","keywords":"Political science","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":[0.008697568,0.0009575835,0.0008557136,0.001019788,0.002056605,0.004016032,0.0009330755,0.001616343,0.02115187],"category_scores_gemma":[0.02442848,0.0003125628,0.0007624974,0.0008548215,0.001482663,0.0026374,0.002579174,0.002098355,0.004598975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002272014,"about_ca_system_score_gemma":0.004915954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00939595,"about_ca_topic_score_gemma":0.02058595,"domain_scores_codex":[0.992178,0.004968282,0.000251681,0.000948301,0.00126035,0.0003933615],"domain_scores_gemma":[0.9803489,0.01536447,0.0008579477,0.0009373069,0.001799402,0.0006920432],"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":[0.0009890612,0.002234219,0.04424939,0.003882006,0.0003695344,0.0005592423,0.08947499,0.001895627,0.01704767,0.01043702,0.008700076,0.8201613],"study_design_scores_gemma":[0.0005895225,0.007393306,0.2326108,0.007890025,0.001498361,0.003115773,0.1446377,0.01185843,0.03484305,0.05113223,0.503887,0.0005436952],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6923962,0.01982821,0.142527,0.01048727,0.0007210812,0.001038,0.0008538367,0.001361564,0.1307869],"genre_scores_gemma":[0.8622715,0.006157723,0.09556215,0.001646164,0.0001351153,0.001168423,0.0004428139,0.0001999062,0.03241621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02115187,"threshold_uncertainty_score":0.07076007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0621147274908789,"score_gpt":0.397170593831312,"score_spread":0.3350558663404332,"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."}}