{"id":"W2775852027","doi":"10.1007/978-3-319-63097-7_10","title":"Protecting Children Living with Domestic Violence: Risk of Homicide in the Context of Immigration","year":2017,"lang":"en","type":"book-chapter","venue":"","topic":"Homicide, Infanticide, and Child Abuse","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Hindsight bias; Homicide; Context (archaeology); Refugee; Immigration; Criminology; Intervention (counseling); Political science; Domestic violence; Public relations; Work (physics); Poison control; Suicide prevention; Medicine; Economic growth; Psychology; Environmental health; Nursing; Geography; Social psychology; Engineering; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002079289,0.0002333224,0.0005019362,0.000141971,0.0004834343,0.00006425767,0.0006817665,0.0002513502,0.0001124234],"category_scores_gemma":[0.0006167924,0.0001495929,0.0001366008,0.00003679991,0.0006782046,0.0001595061,0.00004335579,0.0005539336,0.000008284484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004598561,"about_ca_system_score_gemma":0.0002768959,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03010514,"about_ca_topic_score_gemma":0.06458227,"domain_scores_codex":[0.9982346,0.0002071768,0.000516393,0.0002842557,0.0005146239,0.0002429359],"domain_scores_gemma":[0.997324,0.0007169356,0.001254889,0.0005076283,0.0001557661,0.00004075175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001073242,0.0001208115,0.5569614,0.0001417066,0.0003224754,0.00001162354,0.1471311,0.00003324623,0.00008615945,0.2427537,0.00008060109,0.05224994],"study_design_scores_gemma":[0.002720734,0.001278765,0.809637,0.03380692,0.001430127,0.00004802309,0.09690315,0.0001503818,0.00163262,0.04773801,0.001851819,0.002802515],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6151061,0.0004678406,0.000155126,0.0001294139,0.0000928341,0.001850389,0.00003296992,0.00003502901,0.3821303],"genre_scores_gemma":[0.9921656,0.001628656,0.0001012894,0.00004492419,0.0001654367,0.00001134644,0.000004758441,0.00002289784,0.005855052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3770595,"threshold_uncertainty_score":0.9763535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00951257452491476,"score_gpt":0.2561436948595585,"score_spread":0.2466311203346437,"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."}}