{"id":"W1501971436","doi":"10.22329/wyaj.v26i1.4541","title":"The Exploitation of Vulnerability: Dimensions of Citizenship and Rightlessness in Canada’s Security Certificate Legislation","year":2008,"lang":"en","type":"article","venue":"Windsor Yearbook of Access to Justice","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Carleton University","keywords":"Statelessness; Citizenship; Political science; Vulnerability (computing); Deportation; Agency (philosophy); Exploit; Legislation; National security; Certificate; Naturalisation; Law; Computer security; Sociology; Immigration; Politics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005650904,0.00006733542,0.0001641537,0.00008075269,0.000238488,0.0000164014,0.0001844602,0.00004761026,0.00002145943],"category_scores_gemma":[0.0006806013,0.00004948008,0.00002168863,0.0002430478,0.0002201718,0.0002510652,0.0000252676,0.00007753658,4.877315e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001020494,"about_ca_system_score_gemma":0.000736621,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5253847,"about_ca_topic_score_gemma":0.9211949,"domain_scores_codex":[0.9987402,0.0002219796,0.0003950396,0.0001399664,0.0003735877,0.0001292291],"domain_scores_gemma":[0.9988031,0.0004558091,0.0002183823,0.0001574366,0.000310442,0.0000548028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008192118,0.0003955304,0.4211947,0.000729783,0.0001178647,0.000006300173,0.4115373,0.00307113,0.01905984,0.1186062,0.01279701,0.01166518],"study_design_scores_gemma":[0.0006391983,0.0001185084,0.9098577,0.0002385041,0.0001104588,0.000001004969,0.03679279,0.001812735,0.03065089,0.01447709,0.004971658,0.0003294051],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950287,0.0001321823,0.0001170413,0.0006047006,0.0001354449,0.0003028965,0.00001270739,0.00000542315,0.003660952],"genre_scores_gemma":[0.9994886,0.000225908,0.00006413711,0.00002628944,0.00004174375,0.00001060024,0.000004048503,0.00000468079,0.0001339958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4886631,"threshold_uncertainty_score":0.4777758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08796027915575023,"score_gpt":0.3232802954573143,"score_spread":0.2353200163015641,"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."}}