{"id":"W6930212451","doi":"10.5281/zenodo.1250407","title":"Immigration Gridlock: Assessing Whether Canada'S Express Entry Is An Effective Immigration System For International Students' Transition Into Permanent Residency?","year":2018,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"International Student and Expatriate Challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Residence; Transition (genetics); Empirical research; Immigration policy; Foreign national","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":[0.004019791,0.0002304918,0.000415551,0.001327986,0.008322781,0.005934014,0.001717016,0.0009099212,0.004019114],"category_scores_gemma":[0.0203759,0.0001777361,0.0003210791,0.002798122,0.00382345,0.002197193,0.003500916,0.001779453,0.0002896479],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03690048,"about_ca_system_score_gemma":0.1277352,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9355187,"about_ca_topic_score_gemma":0.9715289,"domain_scores_codex":[0.9963224,0.0005385204,0.0001233872,0.0002830106,0.001176053,0.001556591],"domain_scores_gemma":[0.9865102,0.001586643,0.002705806,0.0005107709,0.003986118,0.004700543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002789166,0.0003770993,0.897849,0.00018519,0.00004843558,0.0002532538,0.02005238,0.0006777167,0.0003618051,0.01189199,0.007360204,0.06066408],"study_design_scores_gemma":[0.00001965035,0.0001818656,0.8975664,0.0002324795,0.00005041713,0.00005568419,0.08446523,0.0009663131,0.0002095487,0.0007292783,0.01548458,0.00003849605],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.976906,0.0002792474,0.0002852435,0.003436633,0.00005288519,0.0001087805,0.0003707724,0.00001362509,0.01854678],"genre_scores_gemma":[0.9972485,0.0002208202,0.0003526803,0.0002651238,0.000008829583,0.00003853206,0.0002241601,0.000005807583,0.001635607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9630995,"threshold_uncertainty_score":0.2677329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02222048168124085,"score_gpt":0.3078377511490671,"score_spread":0.2856172694678263,"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."}}