{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01591413,0.001265713,0.00103023,0.003092463,0.112791,0.02718398,0.004827469,0.01366769,0.00516727],"category_scores_gemma":[0.02100005,0.00100564,0.001148774,0.005293615,0.07193135,0.008321151,0.01821617,0.02395027,0.0003102305],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.3275516,"about_ca_system_score_gemma":0.366089,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9880718,"about_ca_topic_score_gemma":0.9923327,"domain_scores_codex":[0.9742518,0.008096538,0.0004483419,0.001557682,0.004280202,0.01136549],"domain_scores_gemma":[0.9819061,0.009759571,0.0006496962,0.000405356,0.003314051,0.003965235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002068642,0.00002224917,0.00116815,0.00008073272,0.000007644594,0.001584315,0.867121,0.0001859453,0.0001839922,0.113773,0.01108622,0.004765999],"study_design_scores_gemma":[0.000006382966,0.00001026206,0.0008946354,0.0002406083,0.00001049571,0.0001475509,0.8459014,0.0001247282,0.000158936,0.007689157,0.1447686,0.00004714192],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3052413,0.009606293,0.00385676,0.429256,0.002263835,0.0003820178,0.000200543,0.00008311191,0.2491102],"genre_scores_gemma":[0.9193004,0.003185272,0.001147944,0.03723928,0.0001330386,0.0001504807,0.0000460842,0.0000920747,0.03870545],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3275516,"threshold_uncertainty_score":0.7799448,"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."}}