{"id":"W4409048393","doi":"10.4000/13m1f","title":"L’enseignement supérieur entre professionnalisation et universitarisation","year":2025,"lang":"fr","type":"paratext","venue":"Éducation et socialisation","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health and Social Services Centre University Institute of Geriatrics of Sherbrooke; Université de Sherbrooke","funders":"","keywords":"Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.009038096,0.0006065074,0.0004471564,0.002560378,0.004800807,0.01271038,0.00139766,0.004500477,0.04276483],"category_scores_gemma":[0.01787542,0.0004182643,0.0004424749,0.004766408,0.01392237,0.01425464,0.005629619,0.008488601,0.00630222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01456757,"about_ca_system_score_gemma":0.0093407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03205534,"about_ca_topic_score_gemma":0.03514822,"domain_scores_codex":[0.987879,0.005939739,0.0004962532,0.001558711,0.003131954,0.0009943491],"domain_scores_gemma":[0.9859758,0.008073978,0.0009228733,0.001475155,0.002628881,0.0009232994],"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":[0.00004008922,0.00001635793,0.0003019441,0.0001285687,0.000003340632,0.00006475254,0.004949692,0.00004319822,0.00008773752,0.8342063,0.1294127,0.03074537],"study_design_scores_gemma":[0.00000779999,0.00001370247,0.001512616,0.0003388061,0.000002323637,0.0001348385,0.002757125,0.00009574378,0.0001454163,0.05174367,0.9432327,0.0000153561],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003582679,0.09629088,0.005628003,0.3596045,0.0120984,0.00002697844,0.0002648451,0.000108141,0.5223956],"genre_scores_gemma":[0.2844451,0.04498359,0.005015405,0.03117661,0.01008394,0.0002190466,0.0003723415,0.0005395212,0.6231645],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04276483,"threshold_uncertainty_score":0.1430627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2139057758955056,"score_gpt":0.479244563392431,"score_spread":0.2653387874969255,"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."}}