{"id":"W2904396813","doi":"10.1522/rhe.v2i2.191","title":"Enjeux d’une recherche collaborative menée avec trois enseignantes atikamekws à l’éducation préscolaire","year":2018,"lang":"fr","type":"article","venue":"Revue hybride de l éducation","topic":"Educator Training and Historical Pedagogy","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003249418,0.000385216,0.0004789293,0.0002218115,0.001199433,0.0001897808,0.0004665369,0.0005371285,0.001019484],"category_scores_gemma":[0.004927879,0.0004716624,0.0001732775,0.002618478,0.001090656,0.0005810396,0.00003728438,0.0006939708,0.001115388],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.008233413,"about_ca_system_score_gemma":0.007513247,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01178977,"about_ca_topic_score_gemma":0.01196553,"domain_scores_codex":[0.9947152,0.002494898,0.000707501,0.0007897094,0.0004135825,0.0008791586],"domain_scores_gemma":[0.9956338,0.001327407,0.0006158044,0.00057476,0.001381027,0.0004672294],"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":[0.00003463009,0.0005662782,0.0009023994,0.0001784382,0.00006847067,0.000004637513,0.7997488,0.000006055761,0.0006265728,0.03213259,0.1227949,0.04293625],"study_design_scores_gemma":[0.0004230275,0.0005417267,0.006634437,0.0007928316,0.0002751821,0.00006891291,0.3304729,0.0003265078,0.001093346,0.02571681,0.6328648,0.0007895401],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6944752,0.01189395,0.001501308,0.1615705,0.02024901,0.001087929,0.00007405102,0.0002828209,0.1088652],"genre_scores_gemma":[0.9047956,0.002220597,0.009008309,0.001051563,0.008805516,0.0001992241,0.00009300277,0.00008291789,0.07374325],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.51007,"threshold_uncertainty_score":0.9998937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4110262842190587,"score_gpt":0.4554966098952265,"score_spread":0.04447032567616777,"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."}}