{"id":"W4220897084","doi":"10.3390/laws11020022","title":"From Vulnerability to Empowerment: Critical Reflections on Canada’s Engagement with Refugee Policy","year":2022,"lang":"en","type":"article","venue":"Laws","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Refugee; Empowerment; Framing (construction); Political science; Transformative learning; Vulnerability (computing); Sociology; Public relations; Economic growth; Law","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004782239,0.0000804918,0.00009133213,0.0000543587,0.00187599,0.00005801379,0.0001540724,0.0000244533,0.001906642],"category_scores_gemma":[0.0004666582,0.00007163754,0.00002498937,0.0003295661,0.00005978862,0.00008358992,0.00003229899,0.0002161191,0.00001415937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001339082,"about_ca_system_score_gemma":0.001488253,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8843811,"about_ca_topic_score_gemma":0.9903154,"domain_scores_codex":[0.99823,0.0005373988,0.000148224,0.0002566421,0.000598299,0.0002293885],"domain_scores_gemma":[0.999391,0.000145525,0.00002762305,0.0002137412,0.00007474391,0.0001473476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001106991,0.0002638343,0.0006897986,0.000003517253,0.00002346137,0.000005489285,0.05475296,0.000355274,0.0003851694,0.8394392,0.1010665,0.002904135],"study_design_scores_gemma":[0.00008523697,0.0002097592,0.002044563,0.000004253863,0.000006737956,2.119447e-7,0.007266275,0.00000935098,0.000151969,0.003770486,0.9863505,0.0001006276],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7398607,0.00002272403,0.00067175,0.06284041,0.0010996,0.0006645603,0.0002590131,0.0001266334,0.1944546],"genre_scores_gemma":[0.9898975,0.000002653972,0.0003239402,0.004079403,0.0005430885,0.0001351408,0.00003655335,0.000007528578,0.004974158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.885284,"threshold_uncertainty_score":0.9994234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03794299127203384,"score_gpt":0.3848594385346021,"score_spread":0.3469164472625683,"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."}}