{"id":"W4242561611","doi":"10.1522/cla.tua.uni","title":"Universitaires et intellectuels","year":2006,"lang":"fr","type":"book","venue":"Classiques des sciences sociales.","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.005594062,0.0005412617,0.000628669,0.0003273624,0.005350592,0.0003365544,0.001367992,0.0009648067,0.0005904975],"category_scores_gemma":[0.001142508,0.0005914182,0.0004434485,0.001193802,0.2266089,0.0009521782,0.0001726247,0.0007681384,0.0002663791],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.007158039,"about_ca_system_score_gemma":0.02077925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006459557,"about_ca_topic_score_gemma":0.008760703,"domain_scores_codex":[0.9934055,0.003056105,0.0006191277,0.0009588035,0.0009173136,0.001043196],"domain_scores_gemma":[0.9928616,0.005420941,0.0006473303,0.000227223,0.0005939185,0.0002490123],"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":[0.00000171704,0.0001000817,0.002207756,0.00005984901,0.00005279883,0.000002870392,0.01535635,0.00002906188,0.000004490185,0.8664868,0.1106084,0.005089794],"study_design_scores_gemma":[0.0001042479,0.0001415509,0.0009945973,0.0002710411,0.00007719098,0.000003213286,0.02222424,0.00003561873,0.000004365584,0.4044876,0.5711363,0.0005200126],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003313528,0.002752481,0.001048324,0.01541238,0.003574062,0.0003816585,0.0000585609,0.0002204227,0.9732386],"genre_scores_gemma":[0.3404811,0.003818082,0.007037801,0.001217262,0.0058072,0.0000195916,0.0001578783,0.00005354427,0.6414075],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4619992,"threshold_uncertainty_score":0.9996537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4890193420010264,"score_gpt":0.4778219110561676,"score_spread":0.01119743094485887,"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."}}