{"id":"W2107317559","doi":"10.25336/p63032","title":"Migrations: Interdisciplinary Perspectives","year":2014,"lang":"en","type":"article","venue":"Canadian Studies in Population","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Sociology; Regional science; Geography; Economic geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.004676868,0.001061306,0.0005512938,0.003628761,0.01480484,0.01192197,0.001622706,0.005581177,0.01123953],"category_scores_gemma":[0.003103288,0.0003796324,0.0004970194,0.004925022,0.0114016,0.00905194,0.009718981,0.007378953,0.001359223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008899111,"about_ca_system_score_gemma":0.007294603,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006609173,"about_ca_topic_score_gemma":0.00924768,"domain_scores_codex":[0.995293,0.003234258,0.0001347882,0.0003043607,0.0003383671,0.0006952572],"domain_scores_gemma":[0.9986438,0.0005193584,0.000116704,0.00005225225,0.0001234699,0.0005444477],"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":[0.00008242964,0.0001232775,0.0009646367,0.0009380651,0.00001946374,0.001089456,0.1486092,0.0002844627,0.0002516753,0.5481926,0.2386236,0.06082118],"study_design_scores_gemma":[0.000005360752,0.00001963767,0.0007607217,0.00146917,0.000003644225,0.0002745865,0.07237367,0.0000437565,0.00004063254,0.0209532,0.904045,0.0000105485],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"editorial","genre_scores_codex":[0.02392082,0.428688,0.000956798,0.3079049,0.02800008,0.00003504516,0.0001056981,0.00004079602,0.2103479],"genre_scores_gemma":[0.4880085,0.3051876,0.001971311,0.05150148,0.01063336,0.0001850203,0.0001947944,0.0001341233,0.1421837],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.9933908,"threshold_uncertainty_score":0.06456786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03592386164127905,"score_gpt":0.378627500946752,"score_spread":0.342703639305473,"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."}}