{"id":"W4220920402","doi":"10.3390/laws11020025","title":"Locating the Concept of Vulnerability in Canada’s Refugee Policies at Home and Abroad","year":2022,"lang":"en","type":"article","venue":"Laws","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Operationalization; Refugee; Vulnerability (computing); Bureaucracy; Immigration; Political science; Sociology; Public administration; Public relations; Law; Computer security; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005065174,0.00003824071,0.00007795781,0.00001439593,0.0005361462,0.00001104986,0.0001088093,0.00001394128,0.0003034731],"category_scores_gemma":[0.0001064648,0.00002887278,0.00001271863,0.0001227906,0.0001494295,0.0000564963,0.00004100697,0.00008361776,3.053532e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004681515,"about_ca_system_score_gemma":0.0005636761,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9760767,"about_ca_topic_score_gemma":0.998897,"domain_scores_codex":[0.9991334,0.0002858863,0.0001489939,0.00008811701,0.0002319946,0.0001116192],"domain_scores_gemma":[0.9996763,0.0001093843,0.00006701855,0.00009632248,0.00002804103,0.00002297615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003023426,0.00004993255,0.2966396,0.00001884038,0.00001140147,0.000001088471,0.3725948,0.0007764163,0.0009698283,0.3011275,0.01491289,0.01286751],"study_design_scores_gemma":[0.0002826934,0.00006525683,0.2211068,0.000009340501,0.000006387495,0.00000129927,0.1011396,0.0004636271,0.00133484,0.004154697,0.6712545,0.0001809429],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922664,0.0003673903,0.000003317117,0.001539514,0.0001038887,0.0001199679,0.0000162212,0.000005542363,0.00557773],"genre_scores_gemma":[0.9983534,0.00001722835,0.000009899135,0.0002489816,0.00004010352,0.00001565778,0.00000511927,0.000002115492,0.001307545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6563416,"threshold_uncertainty_score":0.4123657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01335020474566388,"score_gpt":0.2871321858088223,"score_spread":0.2737819810631584,"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."}}