{"id":"W7117574013","doi":"10.55765/atps.i28.3633","title":"Quand la quête de bénéfices transforme la mission des universités en pathologie sociale","year":2025,"lang":"fr","type":"article","venue":"Revue internationale animation territoires et pratiques socioculturelles","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières; Université de Moncton","funders":"","keywords":"Context (archaeology); Socle; Transpersonal psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00318213,0.0002855216,0.0002978946,0.0001674805,0.0009570931,0.0003000928,0.0004744368,0.0008469214,0.0001870803],"category_scores_gemma":[0.001995957,0.0003106774,0.0002554136,0.0003019802,0.001764073,0.001121494,0.00005496532,0.0005855107,0.00001842595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000952663,"about_ca_system_score_gemma":0.001710053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001931308,"about_ca_topic_score_gemma":0.003750253,"domain_scores_codex":[0.9947679,0.003643446,0.000509406,0.0004097814,0.0003216912,0.0003477815],"domain_scores_gemma":[0.9938455,0.00514643,0.0003184835,0.0001252733,0.0004659063,0.00009842859],"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":[0.000007049608,0.0002384731,0.004893085,0.0002764991,0.0001492314,0.000004905659,0.1520349,0.00007422323,0.000542219,0.8226732,0.006755588,0.01235065],"study_design_scores_gemma":[0.0004272295,0.0000644054,0.01191385,0.001303873,0.0001124507,0.00001666727,0.09730662,0.0003288939,0.0003524805,0.07732727,0.8105122,0.0003340106],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2859421,0.01002329,0.01316334,0.2099372,0.00155962,0.0005888211,0.0001707457,0.0002730181,0.4783418],"genre_scores_gemma":[0.5936762,0.05934949,0.01920598,0.001017897,0.001582988,0.00006898256,0.0003244047,0.00003615361,0.3247379],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8037567,"threshold_uncertainty_score":0.9999346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1295218463873642,"score_gpt":0.4336118227429667,"score_spread":0.3040899763556025,"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."}}