{"id":"W3124516161","doi":"","title":"Changes in the Regional Distribution of New Immigrants to Canada","year":2015,"lang":"en","type":"article","venue":"Analytical Studies Branch Research Paper Series","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Demographic economics; Distribution (mathematics); Wage; Dispersion (optics); New immigrants; Government (linguistics); Geography; Political science; Development economics; Economics; Labour 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002655998,0.00007747401,0.000206711,0.00004794377,0.0003928125,0.00003973037,0.0003275446,0.00004222514,0.00004262921],"category_scores_gemma":[0.002755367,0.00005422909,0.00002955046,0.0008392073,0.000520929,0.0001485182,0.00008346115,0.0001617305,0.000009587946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002793728,"about_ca_system_score_gemma":0.001019796,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.871835,"about_ca_topic_score_gemma":0.9990709,"domain_scores_codex":[0.9977803,0.000405621,0.0001944379,0.0001870883,0.0009737277,0.000458824],"domain_scores_gemma":[0.998592,0.0005222458,0.00002587019,0.0001624629,0.0004859307,0.0002114619],"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":[0.0001581424,0.00007063329,0.03936452,0.00003372258,0.00009579207,0.000009194973,0.1528253,0.00002052025,0.0000131767,0.05829822,0.7442582,0.004852599],"study_design_scores_gemma":[0.0001841379,0.0001311161,0.140568,0.00002983503,0.000006921,5.29792e-7,0.1700444,0.000004297692,0.00002929443,0.007349129,0.6815522,0.0001000555],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7511699,0.002154646,0.00001311766,0.2401656,0.0001323707,0.000475858,0.00002167624,0.00001117543,0.005855649],"genre_scores_gemma":[0.9943299,0.001403115,0.000009573228,0.0008381513,0.0003208318,0.00003399893,0.000007772208,0.000003303081,0.003053359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.24316,"threshold_uncertainty_score":0.329863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2140382048064079,"score_gpt":0.4224931606664568,"score_spread":0.2084549558600489,"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."}}