{"id":"W4312315537","doi":"10.46692/9781529213621.011","title":"Conclusion: When the Migrants Come","year":2022,"lang":"en","type":"other","venue":"","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","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":[0.002545151,0.0006503766,0.0005586551,0.0008751704,0.00890113,0.0128894,0.001909541,0.01028462,0.08850424],"category_scores_gemma":[0.009894596,0.0003013596,0.0008492874,0.0007404897,0.003872644,0.009912157,0.006246481,0.01288088,0.02804681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00516189,"about_ca_system_score_gemma":0.01052994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02229865,"about_ca_topic_score_gemma":0.03688489,"domain_scores_codex":[0.9968721,0.000560303,0.0001087225,0.0005137625,0.0005399142,0.001405274],"domain_scores_gemma":[0.9966173,0.0002073423,0.0002050033,0.0001206068,0.001272913,0.001576869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006963128,0.00002645884,0.001377777,0.0002147613,0.00001163657,0.0004806946,0.004860683,0.00001526832,0.000164104,0.04521496,0.9336973,0.0138668],"study_design_scores_gemma":[0.00001385067,0.00001857803,0.001179337,0.0005105148,0.000008031261,0.0001590125,0.01969457,0.00001108626,0.00008812606,0.005020216,0.9732747,0.00002186778],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.004476571,0.005207982,0.0004153983,0.8216041,0.09722056,0.0001109664,0.0006505794,0.0001337689,0.07017989],"genre_scores_gemma":[0.04588664,0.003520128,0.000647178,0.6326345,0.01363706,0.0001862525,0.0006642007,0.000284776,0.3025393],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.08850424,"threshold_uncertainty_score":0.2960762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01550391527817078,"score_gpt":0.2924376690937068,"score_spread":0.276933753815536,"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."}}