{"id":"W3199487044","doi":"10.7202/1077956ar","title":"Schématisation des trajectoires scolaires des jeunes","year":2021,"lang":"fr","type":"article","venue":"Éducation et francophonie","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Humanities; Political science; Philosophy","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","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.002713462,0.0002702084,0.000294229,0.000125026,0.001771234,0.0002210927,0.0002472974,0.0003262959,0.002285391],"category_scores_gemma":[0.003361666,0.0003288602,0.0001683245,0.001328465,0.003276059,0.00114118,0.00002892582,0.0003060693,0.0004605441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005995978,"about_ca_system_score_gemma":0.003451525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003036475,"about_ca_topic_score_gemma":0.01008407,"domain_scores_codex":[0.9958303,0.002124314,0.0005300721,0.0005228132,0.0004313092,0.0005611642],"domain_scores_gemma":[0.996347,0.001889415,0.0002714303,0.0003066484,0.0009763414,0.0002091875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000006709491,0.000994552,0.06743362,0.0004952631,0.0001606938,0.000002740927,0.5316193,0.0002350525,0.0007696654,0.2492359,0.01637387,0.1326727],"study_design_scores_gemma":[0.0004709467,0.00006234233,0.288118,0.0006237566,0.00008456844,0.00002210478,0.4402056,0.00005549362,0.0009392851,0.1215761,0.1473087,0.000533111],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8595804,0.04125724,0.002327953,0.03392537,0.01928706,0.000305038,0.00003076027,0.0001458066,0.04314036],"genre_scores_gemma":[0.9468217,0.01336149,0.01512093,0.001187403,0.004317084,0.0001321191,0.0001784499,0.00004319528,0.01883754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2206844,"threshold_uncertainty_score":0.9999163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1691380556603407,"score_gpt":0.4260255969923663,"score_spread":0.2568875413320256,"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."}}