{"id":"W3129330950","doi":"10.1177/1077801220988344","title":"Intersectional and Trauma-Informed Approaches to Employment Services: Insights From Intimate Partner Violence (IPV) Service Providers","year":2021,"lang":"en","type":"article","venue":"Violence Against Women","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; University of Toronto; Carleton University","funders":"","keywords":"Domestic violence; Service provider; Constructivist grounded theory; Grounded theory; Service (business); Qualitative research; Poison control; Human factors and ergonomics; Suicide prevention; Occupational safety and health; Sociology; Medicine; Psychology; Business; Medical emergency; Marketing","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000382,0.0003801549,0.0004166954,0.0001639058,0.0007385198,0.0004120958,0.0006043547,0.0001968265,0.0001436788],"category_scores_gemma":[0.00006767602,0.0003666787,0.00007783058,0.0008685066,0.0002694858,0.0009225409,0.0003539781,0.0002732544,0.0002845229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004731153,"about_ca_system_score_gemma":0.0004805292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002527321,"about_ca_topic_score_gemma":0.002041992,"domain_scores_codex":[0.9966793,0.0002278984,0.0005307855,0.000909321,0.0007299084,0.0009227625],"domain_scores_gemma":[0.9983706,0.0001766537,0.0001551904,0.0004557094,0.0002492294,0.0005926336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006588276,0.001015567,0.02638358,0.0009204557,0.0005443959,0.0002027754,0.6031181,0.001951538,0.006333227,0.04006932,0.000496208,0.318306],"study_design_scores_gemma":[0.003528432,0.0004865696,0.1415973,0.009472191,0.0001359534,0.00001585183,0.7074475,0.008916331,0.01297713,0.04243588,0.06903003,0.003956825],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9712861,0.000339005,0.000242604,0.0004668518,0.0004542673,0.0006086012,0.00004979528,0.0002094001,0.02634335],"genre_scores_gemma":[0.9904726,0.001112168,0.001216695,0.006298902,0.0002364639,0.0003980121,0.00007158212,0.00003178741,0.0001618343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3143492,"threshold_uncertainty_score":0.9998785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0514241203710537,"score_gpt":0.2855147745558946,"score_spread":0.2340906541848409,"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."}}