{"id":"W4306834975","doi":"10.21230/reefmm52","title":"COMMENT DES MEMBRES DU PERSONNEL ÉDUCATIF D’UNE ÉCOLE FRANCOPHONE MINORITAIRE SE REPRÉSENTENT-ILS LEUR RÔLE DE PASSEUR CULTUREL?","year":2022,"lang":"fr","type":"article","venue":"Éducation Francophone en Milieu Minoritaire","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Moncton","funders":"","keywords":"Humanities; French; Sociology; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":["insufficient_payload"],"category_scores_codex":[0.005201783,0.001069381,0.001143641,0.0004295384,0.005599471,0.0002543226,0.0017774,0.0006116506,0.01009666],"category_scores_gemma":[0.001948379,0.001278535,0.0007265515,0.004747574,0.001449599,0.0008881838,0.0005538052,0.002059896,0.0008857503],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004084556,"about_ca_system_score_gemma":0.00279493,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2326999,"about_ca_topic_score_gemma":0.03874864,"domain_scores_codex":[0.9861433,0.006380601,0.00138451,0.001840864,0.001872942,0.002377788],"domain_scores_gemma":[0.9947008,0.001301871,0.0008527437,0.001528569,0.0005810474,0.001034925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009692485,0.002662849,0.03078707,0.0005612509,0.0002721624,0.0001878935,0.6165854,0.001306456,0.003527589,0.000926735,0.233438,0.1096477],"study_design_scores_gemma":[0.001281503,0.0003246732,0.01413997,0.0001690663,0.0001278164,0.0001262846,0.5649722,0.0005374812,0.0006098783,0.0005330581,0.4162026,0.0009754572],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8030729,0.07048373,0.0007257688,0.08475812,0.03196424,0.001462175,0.0002075599,0.0003904098,0.00693509],"genre_scores_gemma":[0.808476,0.001409435,0.01922038,0.004872616,0.007311846,0.001359174,0.0003627538,0.000244233,0.1567436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1939513,"threshold_uncertainty_score":0.9998922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02416253943999206,"score_gpt":0.3039113677151052,"score_spread":0.2797488282751131,"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."}}