{"id":"W2586941475","doi":"10.7202/1038439ar","title":"Rapport au diplôme et sentiment de surqualification des diplômés universitaires québécois","year":2016,"lang":"fr","type":"article","venue":"Recherches sociographiques","topic":"Labor market dynamics and wage inequality","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Humanities; Political science; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.00649703,0.0003905689,0.0005953811,0.0003831951,0.0004318565,0.0002256723,0.000417433,0.0007009153,0.0001991284],"category_scores_gemma":[0.0006561172,0.0004047274,0.0006069399,0.0006999828,0.0007545592,0.0007114474,0.0001376387,0.0003516772,0.00008913842],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005501104,"about_ca_system_score_gemma":0.0005040876,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1411244,"about_ca_topic_score_gemma":0.02941185,"domain_scores_codex":[0.9965384,0.0009532657,0.0008489544,0.0007304098,0.00009589449,0.0008330811],"domain_scores_gemma":[0.9970492,0.001281265,0.0006233085,0.0006077738,0.0001849532,0.0002534975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003707177,0.0003280696,0.7259048,0.0001643721,0.0004296318,0.00001005602,0.0089342,0.000001890559,0.000184131,0.2394679,0.001588231,0.02294963],"study_design_scores_gemma":[0.0006050903,0.0001297666,0.5485902,0.0003311415,0.00008280799,0.00000558912,0.0009692265,0.0001018832,0.0003664555,0.406949,0.04114753,0.0007213351],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9189611,0.01734343,0.02227663,0.03182143,0.0005861016,0.0003247656,0.0007833778,0.0001610632,0.007742126],"genre_scores_gemma":[0.9174514,0.05315409,0.004924573,0.0004966566,0.0001929104,0.00003403115,0.00005907305,0.00007163512,0.02361559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1773147,"threshold_uncertainty_score":0.9998404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1113994850397491,"score_gpt":0.3057710114930999,"score_spread":0.1943715264533508,"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."}}