{"id":"W4404598886","doi":"10.1108/oxan-db290000","title":"Immigration will be central to Canada's next election","year":2024,"lang":"en","type":"article","venue":"Emerald expert briefings","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Immigration policy; Political science; Revenue; Falling (accident); Politics; Demographic economics; Economics; Law; Finance","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":[0.002485262,0.0004197801,0.0005117569,0.001279755,0.02234257,0.008085855,0.001309251,0.006392722,0.03544303],"category_scores_gemma":[0.007552575,0.0004728729,0.0006385813,0.001189111,0.002610405,0.001280583,0.002107951,0.007995374,0.004642919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08697009,"about_ca_system_score_gemma":0.249804,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9878155,"about_ca_topic_score_gemma":0.9951617,"domain_scores_codex":[0.9941943,0.0002320948,0.00009644656,0.0003126422,0.001993329,0.003171136],"domain_scores_gemma":[0.9921715,0.0003360306,0.0001157151,0.0001093527,0.003116782,0.00415057],"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":[0.00002632608,0.00002772319,0.00281459,0.00005635883,0.000009618184,0.0001656003,0.0008788839,0.0001389944,0.0001808374,0.01748225,0.9600174,0.01820139],"study_design_scores_gemma":[0.00001340727,0.00001219051,0.008448225,0.0001056968,0.000007521448,0.00002820138,0.001600443,0.00009449673,0.0001122244,0.001060669,0.9884869,0.00003005697],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01569948,0.004432941,0.0003661266,0.5485057,0.01847238,0.0002266818,0.002700449,0.0002033988,0.4093929],"genre_scores_gemma":[0.1414623,0.004261188,0.0006403071,0.1614969,0.002133565,0.0001307768,0.001363745,0.0001344327,0.6883768],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08697009,"threshold_uncertainty_score":0.6310151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01315068405121916,"score_gpt":0.2734839079861643,"score_spread":0.2603332239349452,"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."}}