{"id":"W4313117126","doi":"10.7202/1094545ar","title":"L’enseignement supérieur en recomposition","year":2022,"lang":"fr","type":"article","venue":"Lien social et Politiques","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Political science","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":[0.01736306,0.0005635088,0.0005632285,0.001480148,0.005936835,0.0132955,0.0023609,0.006773183,0.01595479],"category_scores_gemma":[0.04157067,0.0004483525,0.0007372733,0.001872432,0.03589432,0.02035968,0.01111258,0.01191056,0.003009237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008631757,"about_ca_system_score_gemma":0.01331956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01044027,"about_ca_topic_score_gemma":0.008629116,"domain_scores_codex":[0.9639331,0.01706605,0.001697737,0.004596204,0.009631555,0.003075396],"domain_scores_gemma":[0.9688407,0.01328865,0.002229934,0.005881964,0.007165565,0.002593279],"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":[0.00001708883,0.00001350929,0.0003775205,0.00008086614,0.000007950047,0.0001352802,0.009580905,0.00009623278,0.0001367694,0.9503822,0.01471633,0.02445548],"study_design_scores_gemma":[0.000009911225,0.00002050849,0.0008650878,0.0003920842,0.000009132757,0.0003442999,0.005997295,0.0001609281,0.0003869007,0.2960373,0.6957467,0.00002992015],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03106637,0.0381234,0.03938778,0.3133666,0.01436899,0.00009156702,0.0001796117,0.000277081,0.5631386],"genre_scores_gemma":[0.7762704,0.01322779,0.01470024,0.03841917,0.005681057,0.00022382,0.000278001,0.0007044593,0.150495],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01736306,"threshold_uncertainty_score":0.09182572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1474758160982235,"score_gpt":0.4633265510201056,"score_spread":0.3158507349218821,"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."}}