{"id":"W1597784531","doi":"","title":"Les conditions d'insertion professionnelle des jeunes diplômés en éducation selon le type de région du Québec","year":2009,"lang":"fr","type":"article","venue":"Sémaphore (Université du Québec à Rimouski)","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Université du Québec à Rimouski","keywords":"Political science; Humanities; Art","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001300266,0.0002878306,0.0002758279,0.0002106122,0.003989789,0.00005816228,0.0004154144,0.0004399786,0.001395688],"category_scores_gemma":[0.0008233449,0.0003394022,0.0001784901,0.0007551921,0.001627843,0.0007095718,0.00004320042,0.0003684604,0.0002480903],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002511977,"about_ca_system_score_gemma":0.007294933,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4553301,"about_ca_topic_score_gemma":0.6723602,"domain_scores_codex":[0.9971588,0.001257364,0.0002987954,0.0004611046,0.0002755274,0.0005484568],"domain_scores_gemma":[0.997613,0.001064904,0.0002784665,0.0002408816,0.000548292,0.0002544617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004082957,0.0008493717,0.07017358,0.00006623014,0.0001023311,0.000003266362,0.4346063,0.0001090695,0.001066118,0.4342659,0.04737428,0.01134278],"study_design_scores_gemma":[0.0004876578,0.0002244973,0.3971551,0.0001825168,0.0001658712,0.00002193402,0.4663368,0.000209622,0.00009809277,0.008308981,0.1263701,0.0004388075],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8122707,0.002983476,0.0004814861,0.1571145,0.001504841,0.0003195818,0.00001611919,0.0001748735,0.02513439],"genre_scores_gemma":[0.9817774,0.001660208,0.0007933315,0.0004742833,0.001886647,0.00001299748,0.0001646582,0.00002910067,0.01320134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4259569,"threshold_uncertainty_score":0.9999058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0592106349131483,"score_gpt":0.3304160320470668,"score_spread":0.2712053971339184,"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."}}