{"id":"W7043915556","doi":"","title":"Uncertainty and Colombian Immigrants' Encounters with the Foreign Credential Assessment System in London, Ontario","year":2024,"lang":"en","type":"other","venue":"York University Digital Library (York University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Credentialing; Credential; Accreditation; Autonomy; Negotiation; Focus group; Immigration; Professional association; Workaround","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":[0.001389175,0.0002848439,0.0004105929,0.0007327544,0.02252393,0.006401625,0.001167407,0.001228791,0.00524618],"category_scores_gemma":[0.004036061,0.0002552239,0.000191547,0.001380094,0.006574653,0.001359914,0.004303769,0.00168146,0.000296639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05961826,"about_ca_system_score_gemma":0.03871141,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9661151,"about_ca_topic_score_gemma":0.9877478,"domain_scores_codex":[0.9980342,0.0005788047,0.00007871882,0.0001564424,0.0003483969,0.0008034559],"domain_scores_gemma":[0.9969249,0.0006636642,0.0003181609,0.00007979065,0.000719365,0.001294095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009199369,0.00002609781,0.02259184,0.00009466546,0.00001019101,0.002708391,0.9591373,0.00008713758,0.0007812773,0.002533447,0.003701688,0.008235926],"study_design_scores_gemma":[0.000002169074,0.00001215119,0.01039428,0.00005270816,0.000004088193,0.0001450879,0.9705821,0.00003462558,0.00006745702,0.0000586557,0.01862653,0.00002019455],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9690624,0.0008944681,0.0001346121,0.00464304,0.0000532349,0.00003176231,0.000110981,0.00001171069,0.02505787],"genre_scores_gemma":[0.9921438,0.0004936992,0.00007537011,0.0005149353,0.000006497369,0.00001210045,0.00004396501,0.000008982827,0.006700713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05961826,"threshold_uncertainty_score":0.4325628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005427417201329811,"score_gpt":0.1577606143383577,"score_spread":0.1523331971370279,"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."}}