{"id":"W1925423741","doi":"10.7202/001543ar","title":"Les professions comme marchés du travail fermés","year":2002,"lang":"fr","type":"article","venue":"Sociologie et sociétés","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":110,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.005632302,0.0004074673,0.0005425254,0.00007244201,0.002842491,0.00007423176,0.0007774085,0.001292912,0.0172361],"category_scores_gemma":[0.003081395,0.0004147828,0.0004238989,0.0004023425,0.007111665,0.0003816229,0.0001381557,0.00150649,0.0008863262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005030506,"about_ca_system_score_gemma":0.0003470539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009926198,"about_ca_topic_score_gemma":0.0001021602,"domain_scores_codex":[0.9911113,0.006134204,0.0006045218,0.0006271442,0.000429099,0.001093775],"domain_scores_gemma":[0.9917834,0.006932748,0.0003438967,0.0003665317,0.0002958521,0.0002775204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000003798616,0.0007212969,0.02820754,0.00007170079,0.0002130956,0.000004446625,0.2413774,0.000009312688,0.00002634562,0.4976754,0.160331,0.07135857],"study_design_scores_gemma":[0.0007576427,0.0001624439,0.04688024,0.0001465461,0.0001300021,0.000005512161,0.6338547,0.0001089724,0.000004221307,0.1064223,0.2107794,0.0007479495],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1062841,0.03542256,0.0003031266,0.6122506,0.02363226,0.0008025137,0.0001284289,0.0004612007,0.2207153],"genre_scores_gemma":[0.9033989,0.03994041,0.001622555,0.004084166,0.004817087,0.0001844411,0.00009709086,0.00005156533,0.04580382],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7971148,"threshold_uncertainty_score":0.9998916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8792822767398628,"score_gpt":0.6373663087857439,"score_spread":0.241915967954119,"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."}}