{"id":"W4319310303","doi":"10.7202/1095694ar","title":"Les milieux alternatifs de scolarisation au Québec : des stratégies adaptées aux parcours d’apprentissage des élèves en situation de vulnérabilité à la formation générale des adultes ?","year":2023,"lang":"fr","type":"article","venue":"Nouveaux cahiers de la recherche en éducation","topic":"Educational Practices and Policies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; Université du Québec à Montréal","funders":"","keywords":"Humanities; Political science; Sociology; Art","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":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.0176845,0.0003677765,0.0002905825,0.0003190622,0.001991881,0.0005370201,0.0005151919,0.001408337,0.0001783431],"category_scores_gemma":[0.02149075,0.0004365719,0.0001885269,0.00119615,0.002724199,0.003515156,0.00005660665,0.001470337,0.00007335798],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01678706,"about_ca_system_score_gemma":0.009785375,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3089012,"about_ca_topic_score_gemma":0.2887243,"domain_scores_codex":[0.9829564,0.01453506,0.000597041,0.0004365898,0.0005493224,0.000925553],"domain_scores_gemma":[0.9782175,0.02020673,0.0004512203,0.0003088319,0.0004977929,0.0003179424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003901243,0.0002897365,0.05314247,0.0004694939,0.00008990786,0.000001652491,0.7732301,0.002027269,0.002353296,0.02519278,0.0009860382,0.1421782],"study_design_scores_gemma":[0.0002716246,0.00008837567,0.3421401,0.0004011704,0.0002087541,0.00002446883,0.5057021,0.002410342,0.003001031,0.1390141,0.006327111,0.0004108778],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9631912,0.002713342,0.005694428,0.0151417,0.0004416025,0.0005421152,0.00003748865,0.0002446065,0.01199349],"genre_scores_gemma":[0.9576589,0.01235327,0.02346585,0.0001346178,0.0008345935,0.0002711557,0.0001510113,0.00006071072,0.005069904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2889976,"threshold_uncertainty_score":0.9999898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1462428583010489,"score_gpt":0.4279287534617766,"score_spread":0.2816858951607277,"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."}}