{"id":"W4239757432","doi":"10.32920/ryerson.14663358","title":"Breaking down barriers: challenges in providing legal services for immigrant women who have experienced intimate partner violence","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Ratification; Service provider; Immigration; Domestic violence; Political science; Legal service; Service (business); Human rights; Gender studies; Sociology; Poison control; Suicide prevention; Law; Business; Medicine; Politics","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":[0.006404164,0.0002182337,0.000343437,0.0005990806,0.01847398,0.005087927,0.001378974,0.002061202,0.003404283],"category_scores_gemma":[0.01687019,0.0002967635,0.0002757937,0.0007402182,0.009476672,0.00333426,0.007429121,0.003074652,0.0002568056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006987184,"about_ca_system_score_gemma":0.03752714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1937996,"about_ca_topic_score_gemma":0.3217023,"domain_scores_codex":[0.9933262,0.003984886,0.0001991351,0.0001689025,0.0006187459,0.001702088],"domain_scores_gemma":[0.9949123,0.00229315,0.0005829185,0.0001724137,0.0008071937,0.001231962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001998005,0.00005279663,0.01653365,0.0001247382,0.00001032963,0.001600514,0.9389542,0.00007070287,0.0006486084,0.0132962,0.002948334,0.02573989],"study_design_scores_gemma":[0.000002406604,0.00002266396,0.004042851,0.000234474,0.000004526675,0.0002209326,0.9802021,0.00004451066,0.00005705685,0.001032036,0.01412885,0.000007571153],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9069205,0.001869207,0.0009006538,0.05643721,0.0001869409,0.00009754567,0.00002420059,0.00001786309,0.03354594],"genre_scores_gemma":[0.9922211,0.001352461,0.0007406567,0.003101106,0.00002094993,0.00004822228,0.00001114305,0.0000106228,0.002493785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1937996,"threshold_uncertainty_score":0.3853432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03877333320793622,"score_gpt":0.337365615833542,"score_spread":0.2985922826256058,"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."}}