{"id":"W165307910","doi":"10.18162/ritpu.2007.142","title":"Soutenir la persévérance des étudiants (sur campus et à distance) dans leur première session d’études universitaires : constats de recherche et recommandations","year":2007,"lang":"fr","type":"article","venue":"Revue internationale des technologies en pédagogie universitaire","topic":"Resilience and Mental Health","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor; Université TÉLUQ; Université de Sherbrooke","funders":"","keywords":"Political science; Humanities; Psychology; Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08730664,0.000473284,0.0009209505,0.001680367,0.009019836,0.01203135,0.002610519,0.003030081,0.01280422],"category_scores_gemma":[0.1551734,0.0006507362,0.0007700337,0.002567673,0.005170664,0.01096681,0.008815862,0.005130074,0.002763799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005778679,"about_ca_system_score_gemma":0.02173467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0155074,"about_ca_topic_score_gemma":0.03659392,"domain_scores_codex":[0.9441646,0.04006981,0.002329777,0.002560058,0.005853177,0.005022558],"domain_scores_gemma":[0.8559851,0.08146333,0.01371489,0.01097604,0.02141972,0.0164409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0003545066,0.0007272147,0.0849596,0.001392237,0.0001329511,0.0004511918,0.6284299,0.0001993306,0.003256007,0.0149072,0.01398081,0.251209],"study_design_scores_gemma":[0.00009053677,0.0009353369,0.1370104,0.002631589,0.0001311282,0.0004833555,0.6942882,0.0004488331,0.003925449,0.009897945,0.1499745,0.0001826775],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7591224,0.01446986,0.01690395,0.1613489,0.0023246,0.0009161911,0.0002609284,0.0002023122,0.04445083],"genre_scores_gemma":[0.9546927,0.006269422,0.008527262,0.01024585,0.0004913548,0.001144122,0.0001180754,0.0001180168,0.01839321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08730664,"threshold_uncertainty_score":0.4617271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09946296598080748,"score_gpt":0.4104511534098336,"score_spread":0.3109881874290261,"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."}}