{"id":"W4312261682","doi":"10.1007/978-3-031-07929-0_4","title":"The Gender of Canadian Legal and Policy Gender-Based Violence and Immigration Frameworks","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Gender, Security, and Conflict","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; Dalhousie University; University of Guelph; Saint Mary's University","funders":"Agence Nationale de la Recherche","keywords":"Refugee; Immigration; Unintended consequences; Immigration policy; Political science; Immigration law; Criminology; Gender studies; Sociology; 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":[0.003993325,0.0007635946,0.0006397729,0.004233493,0.03392264,0.01652204,0.002410243,0.003282691,0.012791],"category_scores_gemma":[0.006221393,0.0004596162,0.0005924013,0.006073894,0.03059789,0.003218422,0.003566577,0.005375416,0.000527259],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1718939,"about_ca_system_score_gemma":0.2216109,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9853777,"about_ca_topic_score_gemma":0.9933394,"domain_scores_codex":[0.9933895,0.001189709,0.00007781899,0.0003534923,0.001924707,0.003064796],"domain_scores_gemma":[0.9974986,0.0007048744,0.00009089604,0.0001079471,0.0009758323,0.0006219525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000005414167,0.000006309781,0.00035327,0.0000150503,0.000002089684,0.00003639571,0.008792693,0.0001119108,0.00002780631,0.9662395,0.01697712,0.007432339],"study_design_scores_gemma":[0.00000992266,0.00001294739,0.007765642,0.0006287079,0.00002295517,0.0001018967,0.04783817,0.0005040356,0.0001647912,0.2059848,0.7368993,0.00006687485],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02116651,0.01454953,0.001157476,0.03804389,0.0008638413,0.00004189513,0.0002108751,0.0000316541,0.9239343],"genre_scores_gemma":[0.748612,0.01185202,0.001547473,0.007535127,0.0003950636,0.0000966337,0.0001298206,0.0001048332,0.229727],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1718939,"threshold_uncertainty_score":0.9604857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03273824565865305,"score_gpt":0.2785733412837268,"score_spread":0.2458350956250738,"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."}}