{"id":"W4239698603","doi":"10.32920/ryerson.14639880","title":"Discrimination experienced by landed immigrants in Canada","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Race (biology); Ethnic group; Demographic economics; Face (sociological concept); Logistic regression; Psychology; Geography; Political science; Sociology; Gender studies; Economics; Law; Medicine; Social science","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":[0.0004543022,0.0002178822,0.000387522,0.0009733063,0.005943706,0.001679529,0.0005715363,0.0004616389,0.002151501],"category_scores_gemma":[0.001914617,0.0001740045,0.0003331091,0.002076115,0.001973073,0.0003667937,0.002175453,0.0009804495,0.0001384056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01255645,"about_ca_system_score_gemma":0.01723276,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9742999,"about_ca_topic_score_gemma":0.9878016,"domain_scores_codex":[0.9991161,0.00008716389,0.00003179915,0.00005428515,0.0002637278,0.0004468743],"domain_scores_gemma":[0.9982716,0.0001001103,0.0003594941,0.00003165058,0.0004621827,0.0007748731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001743389,0.0001360933,0.9440122,0.0000488223,0.00004375843,0.0007446838,0.03996966,0.0001270264,0.0004725654,0.0003513173,0.001734317,0.01218526],"study_design_scores_gemma":[0.00001019597,0.00007776511,0.9081663,0.00008635801,0.00001233308,0.0002074325,0.08848152,0.0001609093,0.00009487024,0.00006701521,0.002599342,0.00003593482],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985097,0.0001099047,0.000006710759,0.0001882656,0.000007643148,0.000006416448,0.0001213095,0.000001054255,0.001048889],"genre_scores_gemma":[0.9986958,0.0002136653,0.00001639,0.00009397225,0.000002742279,0.000003836567,0.0001226377,0.000001222377,0.000849663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02570009,"threshold_uncertainty_score":0.09110385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02445543381131534,"score_gpt":0.2887107885959083,"score_spread":0.2642553547845929,"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."}}