{"id":"W4251489920","doi":"10.32920/ryerson.14638017","title":"The promise of migration : a companion to the International Metropolis Conference 2019, Ottawa, Canada","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Destinations; Politics; Immigration; Human migration; Political science; Irregular migration; Development economics; Geography; Economic growth; Economic geography; Sociology; Population; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00243111,0.00101653,0.0006160846,0.001845225,0.01884148,0.01380033,0.002731952,0.004199224,0.08448501],"category_scores_gemma":[0.003643357,0.000512752,0.0006220862,0.003994543,0.004740595,0.004286262,0.004774749,0.005114906,0.01020112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08779019,"about_ca_system_score_gemma":0.1213676,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9698032,"about_ca_topic_score_gemma":0.9912776,"domain_scores_codex":[0.9980294,0.0002078683,0.00005434383,0.0002023662,0.0007020606,0.0008039019],"domain_scores_gemma":[0.9957463,0.0003311948,0.00008676459,0.000153066,0.001702311,0.001980319],"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":[0.00001437574,0.00001105337,0.0004146214,0.00004556379,0.000002831283,0.00006652926,0.0008697002,0.00006275331,0.00003634132,0.009273073,0.9799841,0.009219048],"study_design_scores_gemma":[0.000001990007,0.000002714011,0.001470549,0.00008935685,0.000002185933,0.00001363035,0.002627123,0.0000303623,0.00002714875,0.0004823529,0.9952397,0.0000128489],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.006637738,0.06689611,0.0009381131,0.4737599,0.06646829,0.0002025285,0.009107413,0.0003805617,0.3756093],"genre_scores_gemma":[0.03755162,0.01929642,0.0008217025,0.008076111,0.003898757,0.00007844783,0.002342301,0.0003638387,0.9275708],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.08779019,"threshold_uncertainty_score":0.6369654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01897915003273506,"score_gpt":0.2884216766745663,"score_spread":0.2694425266418312,"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."}}