{"id":"W4413809743","doi":"10.7202/1119079ar","title":"Autoethnographie d’un éducateur","year":2025,"lang":"fr","type":"article","venue":"Nouvelles pratiques sociales","topic":"Disability Education and Employment","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Computer 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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.001185389,0.0003064793,0.000370239,0.0001684651,0.001356845,0.0002389577,0.0005017518,0.0005137222,0.003334238],"category_scores_gemma":[0.0004596834,0.0003487815,0.0002978435,0.001381494,0.003401631,0.0003343,0.0001150663,0.00035818,0.0004489224],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006566809,"about_ca_system_score_gemma":0.009093948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006418555,"about_ca_topic_score_gemma":0.01109372,"domain_scores_codex":[0.9968216,0.00106345,0.0005687807,0.0004999548,0.0004012139,0.000645028],"domain_scores_gemma":[0.9985449,0.0004935799,0.0001840348,0.0003388979,0.0002460229,0.0001925541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006913459,0.0007609923,0.00343594,0.00009265527,0.000113104,9.217725e-7,0.114761,0.000001120188,0.00001300205,0.7316897,0.1060921,0.04303256],"study_design_scores_gemma":[0.000185438,0.0000376815,0.005318294,0.0001337048,0.00009413713,2.670797e-7,0.1539917,0.00000943701,0.0002526377,0.06692745,0.7727589,0.0002903548],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3858519,0.01338762,0.0001948807,0.3217309,0.009263638,0.0007109586,0.00003709775,0.0003216006,0.2685014],"genre_scores_gemma":[0.8066773,0.005706481,0.001769433,0.004951363,0.0009676593,0.0001100317,0.00002640727,0.00002654455,0.1797647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6666667,"threshold_uncertainty_score":0.9999433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06101336927640544,"score_gpt":0.3764201750541972,"score_spread":0.3154068057777917,"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."}}