{"id":"W4230561869","doi":"10.32920/ryerson.14653287.v1","title":"Long walk to safety : experiences of refugee claimants with Canada's refugee policies and practices","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Refugee; Persecution; Comprehensive Plan of Action; Political science; Legislation; Displaced person; Settlement (finance); Law; Politics; Business","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":[0.0038434,0.0008381183,0.001072629,0.001689177,0.05719874,0.01033076,0.003299986,0.003890825,0.004304024],"category_scores_gemma":[0.009607038,0.0009059056,0.0006311839,0.003414953,0.02356364,0.003380455,0.01199435,0.008617173,0.0003578821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05845713,"about_ca_system_score_gemma":0.08342703,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9554719,"about_ca_topic_score_gemma":0.9789534,"domain_scores_codex":[0.9937651,0.001818441,0.0001469388,0.0003727624,0.001095804,0.0028009],"domain_scores_gemma":[0.9920893,0.001749767,0.000710673,0.0001818174,0.001332277,0.003936207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001820459,0.00002150131,0.002904799,0.00003510909,0.000004361908,0.0009046695,0.9927603,0.00002468132,0.0001311851,0.0006670573,0.001012827,0.001515392],"study_design_scores_gemma":[8.20973e-7,0.000009382752,0.001328466,0.0000370389,0.000002150512,0.00007954003,0.9940382,0.00001497285,0.00002322244,0.00003893622,0.004416757,0.00001061127],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9814981,0.001295881,0.0002228796,0.006914241,0.0001406062,0.00006921986,0.0001027691,0.00001540184,0.009740935],"genre_scores_gemma":[0.9920895,0.001044726,0.000175724,0.001436425,0.0000191263,0.00003213595,0.00005381806,0.00002093852,0.005127511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05845713,"threshold_uncertainty_score":0.4241381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02157704327098627,"score_gpt":0.3324699858416792,"score_spread":0.3108929425706929,"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."}}