{"id":"W1906507437","doi":"10.25336/p66c8p","title":"Immigration in Canada: Global and Transnational Perspectives","year":2013,"lang":"en","type":"article","venue":"Canadian Studies in Population","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Political science; Economic geography; Geography; Development economics; Demographic economics; Sociology; Economics; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001211885,0.00004932148,0.00007527352,0.00008293808,0.0001368699,0.00001916917,0.00003405834,0.00003228487,0.00006000143],"category_scores_gemma":[0.0001074096,0.00005442887,0.000006635063,0.0003004128,0.00005615545,0.0001919908,0.000002837923,0.00004172813,7.658755e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004063581,"about_ca_system_score_gemma":0.0009451785,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9993925,"about_ca_topic_score_gemma":0.9999995,"domain_scores_codex":[0.9994116,0.00006247844,0.000130233,0.0001107917,0.0001265756,0.0001583293],"domain_scores_gemma":[0.9997373,0.00002691797,0.00002312062,0.00003143926,0.00009665034,0.00008462262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[7.55263e-7,0.000002506651,0.6316903,0.00000292087,0.000003919673,0.000001441549,0.0264365,0.0001673803,3.397736e-7,0.3386044,0.000390635,0.002698899],"study_design_scores_gemma":[0.00008401534,0.000001932324,0.8706358,0.000005130807,0.000001175178,1.89352e-7,0.122164,0.001562087,3.799565e-8,0.004789353,0.0006979516,0.00005833056],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858837,0.0005162057,0.000006403072,0.01166967,0.0001330193,0.000200858,0.00001481767,0.000004756837,0.001570557],"genre_scores_gemma":[0.9995157,0.0001455996,0.00005538547,0.0001520377,0.00002642066,0.0000219363,0.00001548422,0.000001883743,0.00006554857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.333815,"threshold_uncertainty_score":0.9997596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01898222986747473,"score_gpt":0.298096704354019,"score_spread":0.2791144744865443,"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."}}