{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.005810416,0.0002079149,0.0002408615,0.0001377302,0.0003038109,0.000388942,0.0002975501,0.0002234077,0.0007038053],"category_scores_gemma":[0.01129592,0.000236332,0.0001516296,0.0005966122,0.000407047,0.0003510589,0.00003557717,0.0005245525,0.0004480013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00220499,"about_ca_system_score_gemma":0.002201437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006048018,"about_ca_topic_score_gemma":0.002544685,"domain_scores_codex":[0.9950824,0.003336523,0.0003487097,0.0004427839,0.0002010197,0.0005885577],"domain_scores_gemma":[0.9961476,0.003083031,0.0001274368,0.0002611151,0.0001713376,0.0002094308],"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":[0.000006178899,0.0001172738,0.00149507,0.001027507,0.00008232237,0.0001359916,0.4683841,0.0004864108,0.004591626,0.07380084,0.009527642,0.440345],"study_design_scores_gemma":[0.000192562,0.0001439963,0.01091164,0.003113907,0.0003277446,0.0003192702,0.04330449,0.02119423,0.008052965,0.06434307,0.847386,0.000710118],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8380317,0.08017465,0.03534431,0.02215653,0.00449759,0.000360097,0.00001178757,0.0004130976,0.01901022],"genre_scores_gemma":[0.7963486,0.00265292,0.08419203,0.0003543848,0.004533161,0.00005628277,0.00001649104,0.00006027826,0.1117859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8378584,"threshold_uncertainty_score":0.9970323,"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."}}