{"id":"W4396234550","doi":"10.18162/fp.2023.840","title":"Introduction au dossier - L’accompagnement étudiant dans l’enseignement supérieur : quand objectifs pédagogiques et de réussite s’entremêlent","year":2023,"lang":"fr","type":"article","venue":"Formation et profession","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01308374,0.0005376434,0.0004962012,0.001277635,0.006742923,0.01107339,0.00184062,0.006513205,0.0239594],"category_scores_gemma":[0.02025125,0.0003531944,0.0004903011,0.001809369,0.01436225,0.01159236,0.006758173,0.01086055,0.003288203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006632669,"about_ca_system_score_gemma":0.01043076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006646343,"about_ca_topic_score_gemma":0.006726949,"domain_scores_codex":[0.9902734,0.00540923,0.00043166,0.001208528,0.001984348,0.0006928861],"domain_scores_gemma":[0.9789385,0.01459769,0.0009086234,0.001238663,0.002327958,0.001988623],"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":[0.0000438883,0.00007574978,0.001174843,0.0003757516,0.000005932632,0.0001892021,0.06992087,0.0001729824,0.0009418976,0.8089064,0.04976293,0.06842951],"study_design_scores_gemma":[0.000009454825,0.00004243101,0.001626468,0.0008164744,0.000007752327,0.0002999765,0.02472637,0.0002290793,0.0005695346,0.09922017,0.8724249,0.00002738045],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.03667541,0.03014931,0.03350959,0.6930059,0.01231529,0.0001438528,0.0001989525,0.0003137192,0.193688],"genre_scores_gemma":[0.5867561,0.02905356,0.02905456,0.09484347,0.01322122,0.0005653526,0.0003407466,0.0006689556,0.2454961],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.0239594,"threshold_uncertainty_score":0.08015215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1334342197726161,"score_gpt":0.442736773357072,"score_spread":0.3093025535844559,"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."}}