{"id":"W1499247932","doi":"10.3917/inso.163.0096","title":"Emploi et précarité, un nouveau défi social","year":2011,"lang":"fr","type":"article","venue":"Informations sociales","topic":"European Socioeconomic and Political Studies","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Quebec Population Health Research Network","funders":"","keywords":"Political science; Humanities; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005922024,0.0002538788,0.0004963188,0.0001353521,0.0009303445,0.0001363505,0.0003054933,0.0002732254,0.003300688],"category_scores_gemma":[0.0001545403,0.0003495809,0.0003264978,0.00018323,0.0008893198,0.001003157,0.0001896168,0.0003540664,0.01033425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003524159,"about_ca_system_score_gemma":0.0001144916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009602929,"about_ca_topic_score_gemma":0.0001168579,"domain_scores_codex":[0.9979817,0.00006452877,0.001096242,0.0002157658,0.00004516439,0.0005965637],"domain_scores_gemma":[0.9989777,0.0001383883,0.0005041219,0.0001858476,0.00008861067,0.0001053589],"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":[0.000004325151,0.000111927,0.02310287,0.00005800926,0.0002093258,0.000001364325,0.04473086,0.000001227155,4.531843e-8,0.9067656,0.02006573,0.00494866],"study_design_scores_gemma":[0.0005226265,0.00005026452,0.1385342,0.00002290317,0.00004413873,0.000003652059,0.004166708,0.00005475446,0.000006683013,0.1837367,0.6723523,0.0005050632],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07925331,0.004487727,0.001532596,0.009232095,0.002215051,0.0002591668,0.001719324,0.0001065104,0.9011942],"genre_scores_gemma":[0.9579297,0.002536911,0.003038977,0.004907325,0.001053492,0.00004704608,0.0001171556,0.00005735518,0.03031208],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8786764,"threshold_uncertainty_score":0.9998956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1772522659299513,"score_gpt":0.2697236997242082,"score_spread":0.09247143379425693,"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."}}