{"id":"W4324027305","doi":"10.32920/22266001.v1","title":"Safe Country of Origin: Constructing the Irregularity of Asylum Seekers in Canada","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Refugee; Persecution; Torture; Political science; Unintended consequences; Government (linguistics); Asylum seeker; Timeline; Comprehensive Plan of Action; Criminology; Human rights; Law; Public administration; Geography; Sociology; Politics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00360422,0.0003619838,0.0005039671,0.006568219,0.02694724,0.008440441,0.003403431,0.001158812,0.003709384],"category_scores_gemma":[0.01146418,0.0006300813,0.0003889542,0.01149012,0.01270727,0.002675209,0.009706262,0.003453458,0.0002707606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1300851,"about_ca_system_score_gemma":0.1688833,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.995854,"about_ca_topic_score_gemma":0.9977513,"domain_scores_codex":[0.9950832,0.0005939031,0.0001613227,0.0004447259,0.001264151,0.002452739],"domain_scores_gemma":[0.9905294,0.001168434,0.002097907,0.0004590456,0.003428516,0.002316704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001206019,0.00009947622,0.4878835,0.000118205,0.00002854491,0.001031112,0.4519873,0.0003372562,0.0003015374,0.0196071,0.009075674,0.02940968],"study_design_scores_gemma":[0.00000437003,0.00002335129,0.2385949,0.0002600104,0.00001580187,0.0001644073,0.7401673,0.0004180328,0.0001685404,0.0009132913,0.01921754,0.00005243408],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9829437,0.0005558609,0.0003155704,0.003708697,0.00004443658,0.00009647372,0.0006409144,0.00000821944,0.01168622],"genre_scores_gemma":[0.9965455,0.0005067041,0.0002867857,0.0002914642,0.00000667519,0.00003462443,0.0002889926,0.0000138582,0.002025399],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1300851,"threshold_uncertainty_score":0.9438375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03832994103093843,"score_gpt":0.3211324063819405,"score_spread":0.2828024653510021,"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."}}