{"id":"W4231115937","doi":"10.32920/ryerson.14639844","title":"Domestic Violence in Immigrant Communities : Case Studies","year":2021,"lang":"en","type":"preprint","venue":"","topic":"International Human Rights and Reproductive Law","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Domestic violence; Immigration; Psychological intervention; Criminology; Vulnerability (computing); Social work; Sociology; Resource (disambiguation); Political science; Gender studies; Poison control; Suicide prevention; Medicine; Law; Computer security; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004914401,0.0008226191,0.0005513587,0.002352705,0.01395487,0.002874308,0.002115215,0.004126107,0.002479343],"category_scores_gemma":[0.005978372,0.0006719012,0.0005997545,0.004726745,0.004500238,0.001850932,0.005378427,0.00171697,0.0003238598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005653927,"about_ca_system_score_gemma":0.003981926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02959191,"about_ca_topic_score_gemma":0.09386291,"domain_scores_codex":[0.9961934,0.002604473,0.0001966398,0.0001237792,0.0003920234,0.0004896729],"domain_scores_gemma":[0.9966379,0.002248934,0.0003607086,0.0001338677,0.0002476628,0.0003708054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001058934,0.001002123,0.0176337,0.001630482,0.00004931307,0.1481027,0.7511849,0.0005492141,0.0009826416,0.01428269,0.01746367,0.04701267],"study_design_scores_gemma":[0.00003100849,0.0003464651,0.01186267,0.001785178,0.00004229516,0.04931461,0.8140363,0.0003142877,0.0005316536,0.001884274,0.1197937,0.00005761573],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9219207,0.02591346,0.001615803,0.005161307,0.000243548,0.001768918,0.0002598308,0.00002538257,0.04309111],"genre_scores_gemma":[0.9465721,0.03082872,0.006240163,0.001983684,0.0001131697,0.001395057,0.0002091834,0.00001813932,0.01263983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02959191,"threshold_uncertainty_score":0.05883932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0789595871528666,"score_gpt":0.4017466099882495,"score_spread":0.3227870228353829,"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."}}