{"id":"W1591097945","doi":"","title":"The Role of the Ethnic Network Portfolio in Discrimination for Canadian Immigrants and Minorities","year":2007,"lang":"en","type":"article","venue":"","topic":"Gender Diversity and Inequality","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Racism; Immigration; Ethnic group; Interpersonal communication; Social capital; Promotion (chess); Psychology; Sociology; Social psychology; Demographic economics; Political science; Economics; Gender studies; Social science; Law","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":[0.001443563,0.0002432767,0.000180971,0.001784965,0.007028036,0.002740488,0.0009001704,0.0004435712,0.00259936],"category_scores_gemma":[0.005268826,0.0001168808,0.0002781696,0.001526935,0.002133535,0.0009436628,0.002798545,0.0006578524,0.00008893613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01600195,"about_ca_system_score_gemma":0.0191626,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9130436,"about_ca_topic_score_gemma":0.9468033,"domain_scores_codex":[0.9989966,0.000200938,0.000026482,0.00008121086,0.0003138534,0.0003811202],"domain_scores_gemma":[0.9980235,0.0002211466,0.0004535591,0.00008150532,0.0004023074,0.0008180267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008068217,0.00008324743,0.9172094,0.00002566925,0.00003449455,0.0002540045,0.01647612,0.0004003177,0.0003455245,0.01486125,0.001144312,0.04908488],"study_design_scores_gemma":[0.000007393276,0.00002527089,0.9657437,0.00007451607,0.00005064515,0.0001845802,0.02424905,0.001095005,0.0001486861,0.003304599,0.00509096,0.00002557702],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.978731,0.0005522375,0.0002721034,0.002183566,0.00001914738,0.00002186486,0.0001426629,0.000002920463,0.01807438],"genre_scores_gemma":[0.998948,0.0002089742,0.0001288842,0.00007002309,0.000005291423,0.000004491676,0.00003372004,0.00000138147,0.000599359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08695644,"threshold_uncertainty_score":0.1749371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06026561092679042,"score_gpt":0.2931818061881771,"score_spread":0.2329161952613867,"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."}}