{"id":"W4247790237","doi":"10.32920/ryerson.14665650","title":"The securitization of asylum seekers in Canadian political discourse","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University; Toronto Metropolitan University","funders":"","keywords":"Refugee; Securitization; Charter; Tamil; Political science; Comprehensive Plan of Action; Politics; Asylum seeker; Immigration detention; Representation (politics); Law; Criminology; Sociology; 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":[0.005442503,0.0006994721,0.0005075875,0.008148206,0.033212,0.01203203,0.001570994,0.001962819,0.00478356],"category_scores_gemma":[0.01423827,0.000417628,0.0002778974,0.01160899,0.01923877,0.003438619,0.005421338,0.003138568,0.0002487935],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1489551,"about_ca_system_score_gemma":0.1241494,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9857813,"about_ca_topic_score_gemma":0.9881051,"domain_scores_codex":[0.9945456,0.001221124,0.0001568238,0.0003965988,0.002187835,0.001491961],"domain_scores_gemma":[0.9913379,0.003145684,0.001195719,0.0002554267,0.002800118,0.001265188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004087246,0.000009139259,0.007830967,0.00009884737,0.000005897874,0.0003073866,0.9597371,0.0000470218,0.0005356026,0.02049132,0.002996874,0.007899039],"study_design_scores_gemma":[0.000006024165,0.00001193637,0.02018231,0.00027539,0.00001209176,0.0001390471,0.8870727,0.0001531282,0.0002628387,0.0007183743,0.09111562,0.00005045621],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8980253,0.003904491,0.0003542969,0.01327097,0.0002377038,0.00003969877,0.0002952688,0.00002238378,0.08384993],"genre_scores_gemma":[0.9926217,0.00175179,0.000146927,0.0005891268,0.00002464782,0.00001227127,0.0000809557,0.00001620044,0.004756395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1489551,"threshold_uncertainty_score":0.9870914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01134855110268617,"score_gpt":0.326931284188425,"score_spread":0.3155827330857389,"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."}}