{"id":"W1900152116","doi":"10.7202/1026696ar","title":"L’attraction des diplômés universitaires en région périphérique : l’influence des facteurs régionaux","year":2014,"lang":"fr","type":"article","venue":"Recherches sociographiques","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Rimouski","funders":"","keywords":"Political science; Humanities; Sociology; Art","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001408335,0.0001519906,0.0003080407,0.001194778,0.001995842,0.001775507,0.0004326628,0.0004012574,0.006341974],"category_scores_gemma":[0.003682517,0.0001586025,0.0002295424,0.001603857,0.001119628,0.0006391643,0.001246348,0.0004334009,0.000338394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004204731,"about_ca_system_score_gemma":0.004131898,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6745062,"about_ca_topic_score_gemma":0.8424489,"domain_scores_codex":[0.9990079,0.0003524174,0.00003170448,0.0001269239,0.0001446647,0.0003364482],"domain_scores_gemma":[0.995831,0.001455572,0.0008580972,0.000111136,0.0007844844,0.0009598568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001999192,0.00005447186,0.9392009,0.0001603899,0.00009705142,0.0003550735,0.03524793,0.0005112101,0.001128815,0.001218392,0.0007907773,0.02103501],"study_design_scores_gemma":[0.000002166274,0.00002606703,0.9838252,0.00004190422,0.00001092446,0.00003544037,0.01407384,0.00008498015,0.00005629656,0.00004027814,0.001796018,0.000006806926],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994779,0.0005121481,0.000135676,0.0003170549,0.000004503942,0.000007670413,0.0001180568,0.000002884599,0.004122978],"genre_scores_gemma":[0.9983503,0.0001706993,0.00005566186,0.00002951081,0.000003372447,0.000006233389,0.00003767642,0.000001617149,0.001345093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6745062,"threshold_uncertainty_score":0.6548213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2574891440986239,"score_gpt":0.4426730408054553,"score_spread":0.1851838967068314,"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."}}