{"id":"W2007490527","doi":"10.1080/19438192.2010.491295","title":"High‐income Indian immigrants in Canada","year":2010,"lang":"en","type":"article","venue":"South Asian Diaspora","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Toronto Metropolitan University","funders":"","keywords":"Diaspora; Immigration; Census; Demographic economics; Geography; Population; Development economics; Economic growth; Economics; Sociology; Demography; Gender studies","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000449996,0.0001089845,0.0001747898,0.0001159524,0.0002231901,0.00004711711,0.0003060278,0.0001112551,0.001195813],"category_scores_gemma":[0.0001245088,0.0001156785,0.00003909159,0.0003446988,0.0001013315,0.0001873421,0.00001940648,0.0002893164,0.0001389967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001811252,"about_ca_system_score_gemma":0.001883874,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9952068,"about_ca_topic_score_gemma":0.999916,"domain_scores_codex":[0.9988044,0.00006462656,0.0002413707,0.0002247732,0.0002265062,0.0004383062],"domain_scores_gemma":[0.9993543,0.00003228808,0.00009779694,0.0002202469,0.0000338708,0.0002614654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000003588651,0.00001123716,0.8257636,0.000005221987,0.000004391394,0.00002443512,0.1698388,0.000002961505,0.000005236458,0.001596818,0.0004422982,0.002301416],"study_design_scores_gemma":[0.0002036908,0.000004776754,0.8702883,0.000007239787,0.000002745472,3.644994e-7,0.1261316,0.000002512966,0.00003117506,0.001134994,0.002023526,0.0001690384],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914913,0.00002062878,0.000002522593,0.00105563,0.0009652502,0.0001782865,0.00003744821,0.00002860943,0.006220389],"genre_scores_gemma":[0.9987933,0.00000608133,0.00008527954,0.0002468164,0.0003678749,0.00001229013,0.00001244072,0.00001094662,0.0004649779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04452479,"threshold_uncertainty_score":0.9997172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008415130577323173,"score_gpt":0.2294994561538478,"score_spread":0.2210843255765246,"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."}}