{"id":"W2934211471","doi":"10.7202/1056979ar","title":"La qualité d’emploi en France : cartographie et classification des professions d’exécution","year":2019,"lang":"fr","type":"article","venue":"Relations industrielles","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agence Nationale de la Recherche","keywords":"Humanities; Political science; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003229493,0.0005361905,0.0003406108,0.01174678,0.002973217,0.004321191,0.0006522838,0.000758994,0.01512172],"category_scores_gemma":[0.005429059,0.0002576952,0.0007574185,0.01178991,0.001766327,0.0022345,0.001684863,0.001027199,0.001898433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01113611,"about_ca_system_score_gemma":0.007595396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.341089,"about_ca_topic_score_gemma":0.2881058,"domain_scores_codex":[0.9968772,0.0008087462,0.0001964243,0.0004259916,0.0008902914,0.0008012634],"domain_scores_gemma":[0.9918252,0.002602813,0.001794666,0.0002879973,0.002834424,0.0006548562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002181608,0.0001127646,0.5003135,0.001247777,0.0001416767,0.0004355016,0.1581799,0.002848075,0.002730734,0.07066144,0.03198786,0.2311227],"study_design_scores_gemma":[0.000007938872,0.0001140461,0.7486203,0.000480076,0.00002306908,0.0001755668,0.06117398,0.001082846,0.0004337479,0.001850749,0.1859528,0.00008492635],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8420984,0.01008678,0.008357825,0.008463751,0.000206352,0.0001802493,0.008252657,0.0004344743,0.1219196],"genre_scores_gemma":[0.9616405,0.003955277,0.003603422,0.0003900527,0.00009661151,0.0001317093,0.002601449,0.0001222964,0.02745876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.341089,"threshold_uncertainty_score":0.6782073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0740584555808562,"score_gpt":0.3941768892316558,"score_spread":0.3201184336507996,"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."}}