{"id":"W6930957896","doi":"10.5281/zenodo.16750179","title":"Express Entry and Economic Migration Pathways to Canada: Opportunities and Barriers for South Asian Women","year":2020,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Pharmacogenetics and Drug Metabolism","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Family reunification; Context (archaeology); Human migration; South asia; Multiculturalism; Immigration policy; Economic restructuring","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":[0.001844254,0.000225383,0.0002508893,0.00100523,0.01952372,0.004330725,0.001342923,0.0008958662,0.007149941],"category_scores_gemma":[0.003816161,0.0002324274,0.000251536,0.002588205,0.00466406,0.00121069,0.004624397,0.001986997,0.0002882435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03477823,"about_ca_system_score_gemma":0.1174406,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9722161,"about_ca_topic_score_gemma":0.9911124,"domain_scores_codex":[0.9979883,0.0003545079,0.00004833749,0.0001019646,0.0003298442,0.001176981],"domain_scores_gemma":[0.9967099,0.0006521175,0.0003283694,0.00005989011,0.0006352616,0.001614322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002193107,0.000150472,0.2073598,0.0004268028,0.00002474201,0.004684071,0.6121846,0.0002578651,0.00149848,0.03009538,0.02111396,0.1219846],"study_design_scores_gemma":[0.000007996387,0.00003737265,0.079754,0.0003076861,0.00001280206,0.0004379207,0.8716186,0.0001273647,0.0001890538,0.001117844,0.04634448,0.00004486437],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9212298,0.001878806,0.0001975565,0.0398176,0.0001020091,0.00007485002,0.0002498706,0.00001078215,0.03643878],"genre_scores_gemma":[0.9813998,0.002788671,0.0003753918,0.003071102,0.00002100805,0.00004102287,0.0001125542,0.00001245172,0.01217794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03477823,"threshold_uncertainty_score":0.2523348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1257863103011247,"score_gpt":0.3111413746716094,"score_spread":0.1853550643704847,"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."}}