{"id":"W3138912095","doi":"10.5267/j.ijdns.2021.1.003","title":"A survey on the effect of immigration on Canadian population","year":2021,"lang":"en","type":"article","venue":"Journal of Future Sustainability","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"New York Institute of Technology","funders":"","keywords":"Immigration; Demographic economics; Ethnic group; Population; Immigration policy; Political science; Population growth; Development economics; Economic growth; Geography; Demography; Sociology; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001704112,0.0004066359,0.0004204512,0.01313156,0.001420205,0.001120566,0.0005580848,0.0003191616,0.002765744],"category_scores_gemma":[0.005664191,0.0002209071,0.0007972882,0.03068061,0.0003987204,0.0004519321,0.0005837821,0.0003148897,0.0004105724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02225776,"about_ca_system_score_gemma":0.04931919,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9867508,"about_ca_topic_score_gemma":0.9895936,"domain_scores_codex":[0.9984313,0.000106764,0.0001737309,0.0001113004,0.00100139,0.0001755432],"domain_scores_gemma":[0.9886808,0.00128088,0.001145519,0.0001106109,0.008129904,0.0006523084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002516411,0.00008922306,0.6979277,0.0124725,0.000592695,0.0004797045,0.003849793,0.0003937906,0.001263764,0.001048937,0.09137818,0.1902521],"study_design_scores_gemma":[0.000006968394,0.00003836263,0.9568664,0.0009668345,0.0001509354,0.00008348889,0.001088951,0.00007004863,0.0002030252,0.00002507831,0.04047671,0.00002313647],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3707608,0.2881441,0.0005592091,0.005796514,0.0004696495,0.0004992408,0.281294,0.0001299437,0.05234673],"genre_scores_gemma":[0.6157727,0.2982394,0.001582077,0.00184971,0.0002106285,0.0003323688,0.06881974,0.00003250385,0.01316092],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02225776,"threshold_uncertainty_score":0.1614921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00615393070477346,"score_gpt":0.2916075661082428,"score_spread":0.2854536354034694,"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."}}