{"id":"W2909652985","doi":"","title":"Enseigner l’écriture en milieu francophone minoritaire : comment motiver les élèves et surmonter les défis de l’insécurité linguistique ?","year":2018,"lang":"fr","type":"article","venue":"Canadian Journal of Education / Revue canadienne de l éducation","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Université de Moncton","funders":"","keywords":"French; Context (archaeology); Sociology; Face (sociological concept); Humanities; Pedagogy; Critical reflection; Psychology; Art; Social science; Geography","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","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004716357,0.0003365103,0.0004198539,0.0006238593,0.000941619,0.0001836117,0.000628554,0.0005573128,0.002058661],"category_scores_gemma":[0.008394893,0.0004032731,0.0002047802,0.0008292001,0.0008017485,0.0003766532,0.00001540953,0.001032758,0.00002396572],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.00921057,"about_ca_system_score_gemma":0.02053377,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6949794,"about_ca_topic_score_gemma":0.9588825,"domain_scores_codex":[0.9945608,0.003071384,0.0007083644,0.0003703538,0.000172416,0.001116669],"domain_scores_gemma":[0.9942472,0.0007019743,0.0006932869,0.0003860962,0.001827314,0.002144149],"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":[0.00001338331,0.0001587068,0.03438792,0.0001786514,0.0001036969,0.0000725112,0.6995475,0.00005920385,0.0002403351,0.008131439,0.08600132,0.1711054],"study_design_scores_gemma":[0.0002167615,0.0002139714,0.1077305,0.0008823366,0.0001161161,0.0002890305,0.1559584,0.00005216114,0.0002259378,0.002490802,0.731438,0.0003859212],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8674136,0.03171436,0.0009391916,0.07740108,0.01735268,0.0002677937,0.00005954675,0.00001295941,0.004838778],"genre_scores_gemma":[0.9564079,0.0004711617,0.01303655,0.003438536,0.008608546,0.0000215714,0.00004168662,0.00005943359,0.0179146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6454367,"threshold_uncertainty_score":0.9999578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02671274240608731,"score_gpt":0.3141060100661365,"score_spread":0.2873932676600491,"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."}}