{"id":"W4389307819","doi":"10.1177/00197939231203894e","title":"The Centrality of Labor in <i>The Migration-Development Regime: How Class Shapes Indian Emigration</i>","year":2023,"lang":"en","type":"article","venue":"Industrial and Labor Relations Review","topic":"Indian Economic and Social Development","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Emigration; Centrality; Class (philosophy); Economic geography; Demographic economics; Economics; Political science; Computer science; Mathematics; Artificial intelligence","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":[],"consensus_categories":[],"category_scores_codex":[0.001804267,0.0001137834,0.0003060374,0.00009683736,0.0003583889,0.00008342422,0.0001968083,0.0001273333,0.00009096614],"category_scores_gemma":[0.0004389723,0.00008544834,0.00005837168,0.0009170495,0.00008262305,0.0001513441,0.00002837864,0.0002240359,0.0001737003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008175033,"about_ca_system_score_gemma":0.0001700311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001363377,"about_ca_topic_score_gemma":0.0007352906,"domain_scores_codex":[0.9986749,0.00009024876,0.0007637525,0.0002007452,0.00005619599,0.0002141275],"domain_scores_gemma":[0.9991485,0.0002292799,0.0003791057,0.0001603004,0.00004126133,0.00004154143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001117946,0.00006271439,0.4092463,0.0002142054,0.0001056756,0.000003867362,0.01004562,0.00001835341,7.296638e-7,0.4056006,0.1511277,0.02356311],"study_design_scores_gemma":[0.0002490763,0.000007960573,0.1636324,0.0001822249,0.000006025998,7.403181e-7,0.0004420897,0.00002072858,0.000002095378,0.002104141,0.8332433,0.0001091873],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7349367,0.06036596,0.00001411085,0.1958627,0.001065437,0.002364296,0.0004591437,0.00005229073,0.004879305],"genre_scores_gemma":[0.9023843,0.08508211,0.0001264645,0.002111667,0.0004243213,0.0003608926,0.0002214457,0.00002282572,0.009265938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6821156,"threshold_uncertainty_score":0.3484482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05302081360409899,"score_gpt":0.2408186631897289,"score_spread":0.18779784958563,"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."}}