{"id":"W4238722684","doi":"10.36228/pj.10/2019.3","title":"Migrations And Mirages","year":2019,"lang":"en","type":"article","venue":"","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001385333,0.0003629451,0.0002730245,0.0009544288,0.007953443,0.004276168,0.000465835,0.001234265,0.00780665],"category_scores_gemma":[0.004281181,0.0001705711,0.0002299856,0.0008154141,0.01901852,0.004125355,0.007868632,0.002679731,0.0007540883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001528914,"about_ca_system_score_gemma":0.00130642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004657377,"about_ca_topic_score_gemma":0.008748671,"domain_scores_codex":[0.9979205,0.001105986,0.00006890908,0.0001923855,0.0001951833,0.0005170508],"domain_scores_gemma":[0.9984747,0.0003214937,0.0004237084,0.0001076994,0.0001674064,0.000505052],"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":[0.00008747442,0.00002834275,0.005964358,0.0001182401,0.00001345184,0.0009315219,0.2397231,0.0001168108,0.0004827662,0.7270791,0.01001456,0.01544022],"study_design_scores_gemma":[0.00001954726,0.00008021664,0.0120644,0.0005537081,0.00001209518,0.0009258616,0.3377984,0.00009087291,0.0002605722,0.06677627,0.5813749,0.00004324619],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.4392107,0.01067653,0.003558883,0.04162951,0.002396768,0.00003624372,0.000105264,0.00008983222,0.5022963],"genre_scores_gemma":[0.9792084,0.001676179,0.0002583765,0.0009377803,0.0002297805,0.0000164476,0.00001967218,0.00002751195,0.01762593],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.007953443,"threshold_uncertainty_score":0.02611589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009529188368145872,"score_gpt":0.286257485473328,"score_spread":0.2767282971051821,"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."}}