{"id":"W7128643223","doi":"10.26180/4969970","title":"Net migration to Australia, Canada and the United States","year":2017,"lang":"","type":"article","venue":"Monash University","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Net migration rate; Population; Government (linguistics); Work (physics)","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":[0.000445012,0.0002431563,0.0002318395,0.002319155,0.002225318,0.001299341,0.0006900441,0.0003737292,0.09225179],"category_scores_gemma":[0.00164011,0.0001916545,0.0002381956,0.002726331,0.0003691188,0.0005732439,0.001484321,0.0005632752,0.01357027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004120112,"about_ca_system_score_gemma":0.01248193,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.559884,"about_ca_topic_score_gemma":0.762031,"domain_scores_codex":[0.9996197,0.00003767044,0.00001916648,0.00003649988,0.000140968,0.0001458734],"domain_scores_gemma":[0.9991434,0.00004195802,0.00005623354,0.00004298323,0.000350817,0.0003647294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002354626,0.00007721926,0.03289676,0.0006013865,0.00002985361,0.000320532,0.002269397,0.0004072916,0.0006866278,0.02237144,0.7393902,0.2007139],"study_design_scores_gemma":[0.00001652502,0.00006342353,0.1585888,0.0003700437,0.00001130087,0.0002319744,0.002265665,0.0004434211,0.0003779217,0.0006704948,0.8369426,0.0000178405],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08719064,0.003127331,0.0005463213,0.003997942,0.002973626,0.0002530855,0.05043129,0.0003559081,0.8511239],"genre_scores_gemma":[0.1054242,0.0029935,0.0006491598,0.0005570182,0.0001336549,0.00009714093,0.0109605,0.0001069249,0.879078],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.440116,"threshold_uncertainty_score":0.8854159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02716807282328102,"score_gpt":0.2436823056367829,"score_spread":0.2165142328135019,"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."}}