{"id":"W4391967212","doi":"10.1177/10778012241233002","title":"“Never Give Up. The Creator Has Good Things in Store for You”: Risk Factors, Protective Factors, and Evidence of Resilience for Canadian Indigenous Women Abused by Intimate Partners","year":2024,"lang":"en","type":"article","venue":"Violence Against Women","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Domestic violence; Indigenous; Poverty; Psychological resilience; Poison control; Child abuse; Suicide prevention; Distress; Psychiatry; Mental health; Psychology; Protective factor; Injury prevention; Clinical psychology; Medicine; Environmental health; Social psychology; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002556895,0.0003587078,0.0004601377,0.0002714228,0.001312647,0.0003141445,0.0007567624,0.0002346405,0.00001715506],"category_scores_gemma":[0.0009513925,0.000262428,0.0001008802,0.000707007,0.001007617,0.001207212,0.00007127881,0.0003714194,0.000004271021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001549498,"about_ca_system_score_gemma":0.001706135,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1296432,"about_ca_topic_score_gemma":0.01061369,"domain_scores_codex":[0.996664,0.0002798136,0.0004693967,0.0007471022,0.0004499698,0.001389729],"domain_scores_gemma":[0.9976339,0.001192772,0.0002235429,0.0003320378,0.0002096944,0.0004080917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002543556,0.00007076815,0.07212739,0.0004960542,0.0001314778,0.000005819871,0.9127846,0.00009267881,0.001748276,0.002672955,0.0004899197,0.009125669],"study_design_scores_gemma":[0.00224945,0.002674968,0.1295736,0.008402962,0.0001611537,0.000002051636,0.7755343,0.004682504,0.01142664,0.02413108,0.0381809,0.002980429],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936046,0.001458524,0.0004302441,0.000119319,0.000318693,0.003232884,0.0005275054,0.00008332876,0.0002249207],"genre_scores_gemma":[0.9964489,0.001547976,0.00008464544,0.0001808473,0.00005488563,0.001454736,0.00001369785,0.000036849,0.0001774456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1372503,"threshold_uncertainty_score":0.9999875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02687595495909664,"score_gpt":0.309777956782352,"score_spread":0.2829020018232554,"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."}}