{"id":"W2027360642","doi":"10.7202/056238ar","title":"La rentabilité des études collégiales","year":2005,"lang":"fr","type":"article","venue":"Recherches sociographiques","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":3,"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":true,"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":[0.006001083,0.000431606,0.000635118,0.004132649,0.00179869,0.003929168,0.0008875939,0.0007284012,0.01944048],"category_scores_gemma":[0.02376266,0.0002764833,0.0009917874,0.00494235,0.001103622,0.00168156,0.001940231,0.001233213,0.001746885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006918061,"about_ca_system_score_gemma":0.003922598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2395038,"about_ca_topic_score_gemma":0.2577501,"domain_scores_codex":[0.9956071,0.001381867,0.000136663,0.0003548096,0.001540096,0.0009795991],"domain_scores_gemma":[0.9882075,0.004516243,0.00184686,0.0008760758,0.003015507,0.001537797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005450582,0.0002633902,0.673799,0.00065657,0.0009118128,0.0005619911,0.01058839,0.009792713,0.002143941,0.06307868,0.008744421,0.2289141],"study_design_scores_gemma":[0.00002449861,0.0001412459,0.9652869,0.0001224206,0.00006540538,0.000158202,0.002018322,0.003102727,0.0005027506,0.003558971,0.0249875,0.00003121258],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.924255,0.006159948,0.003390347,0.002858311,0.00006367794,0.00007596232,0.00250366,0.0001022029,0.06059102],"genre_scores_gemma":[0.971988,0.001782936,0.0009715073,0.0001031946,0.00008851586,0.00007027287,0.001062309,0.00002309587,0.02391011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2395038,"threshold_uncertainty_score":0.4762195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4751121281739518,"score_gpt":0.5077015503161881,"score_spread":0.03258942214223631,"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."}}