{"id":"W4395468056","doi":"10.4000/nrt.15480","title":"Ruth Milkman, Immigrant Labor and the New Precariat","year":2024,"lang":"fr","type":"article","venue":"La Nouvelle revue du travail","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Immigration; Sociology; Labour economics; Gender studies; Economics; Political science; Law","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001456572,0.0002357481,0.0003445506,0.00004992603,0.0004897456,0.0004047724,0.0003031269,0.0002718734,0.001622314],"category_scores_gemma":[0.0001139975,0.0001842031,0.0001931689,0.0004606284,0.0009066497,0.0002983309,0.00005904584,0.0003256089,0.0005598596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007103744,"about_ca_system_score_gemma":0.0004031929,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0240222,"about_ca_topic_score_gemma":0.04636571,"domain_scores_codex":[0.9980388,0.0005354298,0.0003818327,0.0004580554,0.0001708349,0.0004151067],"domain_scores_gemma":[0.9986395,0.0007549713,0.00008046775,0.000254739,0.00004960743,0.0002206708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004691626,0.0000598655,0.0004983763,0.0003745178,0.0001444112,0.00002271705,0.4972947,0.00001792236,0.0000211538,0.2893209,0.1451208,0.06707776],"study_design_scores_gemma":[0.0006374778,0.00003715348,0.001516231,0.0002428005,0.0002019786,0.00002416048,0.01669494,0.001492538,0.00002989285,0.005417527,0.9734445,0.0002608056],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.1675435,0.5200154,0.001145585,0.2194185,0.008219928,0.00124186,0.0001503645,0.000237271,0.08202769],"genre_scores_gemma":[0.2799636,0.1196892,0.0003657058,0.000917408,0.005370763,0.00004015637,0.00001352719,0.00004926831,0.5935903],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8283237,"threshold_uncertainty_score":0.9992903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01144649354280696,"score_gpt":0.2343261341326994,"score_spread":0.2228796405898925,"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."}}