{"id":"W6992546625","doi":"","title":"Les défis de la différenciation pédagogique chez les enseignants novices","year":2020,"lang":"fr","type":"article","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Collaborative Teaching and Inclusion","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Panache; Research methodology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0008275901,0.0002817023,0.0002764768,0.0001010986,0.01258291,0.0001181564,0.0004003647,0.0004794142,0.0001696776],"category_scores_gemma":[0.0003942331,0.000323002,0.0001847259,0.000631002,0.0009746662,0.0005523568,0.0002724857,0.0005285094,0.00005160413],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008903121,"about_ca_system_score_gemma":0.001953231,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1602525,"about_ca_topic_score_gemma":0.01987344,"domain_scores_codex":[0.9965244,0.001681277,0.0002734749,0.0004690773,0.0006112777,0.0004405237],"domain_scores_gemma":[0.9984784,0.000424199,0.000288903,0.0001552719,0.0002200731,0.0004332112],"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":[0.0003214749,0.0003195898,0.07972808,0.0001079707,0.0001711062,0.000878199,0.7274345,0.001746327,0.02548541,0.110902,0.001849821,0.05105558],"study_design_scores_gemma":[0.001153685,0.0002559375,0.09666382,0.0002893859,0.0002427244,0.0001165705,0.2045342,0.006581351,0.005464389,0.0008840571,0.6830941,0.0007197972],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8743706,0.02332838,0.001891113,0.00962681,0.0004603734,0.0002114841,0.00006297207,0.0001765154,0.08987169],"genre_scores_gemma":[0.974938,0.001801435,0.0008359561,0.0003941337,0.0006103913,0.000006759591,0.00002074547,0.00001727913,0.02137528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6812443,"threshold_uncertainty_score":0.9999222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01579283973026717,"score_gpt":0.22439952168424,"score_spread":0.2086066819539728,"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."}}