{"id":"W1876681714","doi":"10.4000/travailemploi.6290","title":"Local Civil Service:","year":2013,"lang":"fr","type":"article","venue":"Travail et emploi","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; Political science; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0008703459,0.0001960291,0.0001961993,0.0007041731,0.007198056,0.00412387,0.0007366848,0.0007823936,0.04428044],"category_scores_gemma":[0.002483356,0.0001218473,0.00009182018,0.002247631,0.003469615,0.001984382,0.002854812,0.001161934,0.005712089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005681461,"about_ca_system_score_gemma":0.008394402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1007314,"about_ca_topic_score_gemma":0.2251502,"domain_scores_codex":[0.9988835,0.0004204359,0.00001649364,0.0001046854,0.0001694446,0.0004053172],"domain_scores_gemma":[0.9983532,0.0002370081,0.0001793822,0.0001026891,0.0002917313,0.0008360188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00009708007,0.0001902298,0.06467807,0.0003164299,0.00001524102,0.002178255,0.7043341,0.000129192,0.001369683,0.04905052,0.05539647,0.1222447],"study_design_scores_gemma":[0.000005224831,0.00005446819,0.02715079,0.0001222385,0.000006723919,0.0005606008,0.7773482,0.00008659357,0.0001916169,0.001246475,0.1932123,0.00001481792],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8191991,0.0009444153,0.0009367371,0.02360655,0.0001818336,0.00008676164,0.0003691982,0.0001051638,0.1545703],"genre_scores_gemma":[0.9493451,0.0004975042,0.0001898408,0.001993364,0.00005547131,0.00004467731,0.0001720841,0.00004453357,0.04765744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1007314,"threshold_uncertainty_score":0.2002902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04053761342603862,"score_gpt":0.2720794326714931,"score_spread":0.2315418192454545,"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."}}