{"id":"W4414156997","doi":"10.53379/cjcd.2025.415","title":"La transition école-études-travail chez les personnes ayant un trouble spécifique d'apprentissage : enjeux et réalités","year":2025,"lang":"fr","type":"article","venue":"Canadian Journal of Career Development","topic":"Disability Education and Employment","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Moncton","funders":"","keywords":"Identity (music); Context (archaeology); Transition (genetics); Private life","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002873142,0.0002726508,0.0003823318,0.0003380558,0.0005587034,0.0003037042,0.000471183,0.0002776185,0.002712273],"category_scores_gemma":[0.0001503112,0.0002932116,0.0002222168,0.0005597069,0.0005563989,0.0003156172,0.00001602224,0.0004742371,0.00003236064],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001999272,"about_ca_system_score_gemma":0.01874536,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05011741,"about_ca_topic_score_gemma":0.524316,"domain_scores_codex":[0.997001,0.0008012874,0.0008077583,0.0002751651,0.0005115275,0.0006032496],"domain_scores_gemma":[0.9979925,0.0001454162,0.0002145567,0.0001677405,0.0005627606,0.0009169941],"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":[0.00003767194,0.0004116602,0.02001387,0.000397144,0.0005822594,0.0001116482,0.6222154,0.0002590117,0.00004424959,0.07019652,0.02121325,0.2645173],"study_design_scores_gemma":[0.0006633388,0.0000489656,0.06439414,0.0009437281,0.0001227206,0.00003493503,0.1347862,0.000005242944,0.0003355255,0.0007450982,0.7975978,0.0003223297],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8672676,0.009183285,0.00159522,0.08720446,0.004490708,0.0004129344,0.00004190716,0.00001747271,0.02978638],"genre_scores_gemma":[0.9846386,0.0003715536,0.001888389,0.001435435,0.000243256,0.00002060752,0.00001689156,0.00002016628,0.01136505],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7763845,"threshold_uncertainty_score":0.999952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04982071224338071,"score_gpt":0.2935019768298016,"score_spread":0.2436812645864209,"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."}}