{"id":"W4225925818","doi":"10.22215/etd/2022-14902","title":"The Factor Structure of Intimate Partner Violence Risk","year":2022,"lang":"en","type":"dissertation","venue":"","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Recidivism; Domestic violence; Risk assessment; Psychology; Risk management tools; Human factors and ergonomics; Poison control; Risk factor; Exploratory factor analysis; Clinical psychology; Environmental health; Medicine; Computer security; Psychometrics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004487139,0.0006039732,0.0006123336,0.003372571,0.0006288481,0.002008707,0.0005476606,0.000821753,0.003278866],"category_scores_gemma":[0.01960065,0.0003511015,0.001408561,0.002722185,0.001499741,0.001127784,0.001320826,0.00129723,0.0004971765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001101012,"about_ca_system_score_gemma":0.002051141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009136648,"about_ca_topic_score_gemma":0.004495325,"domain_scores_codex":[0.9968078,0.001487129,0.0002467831,0.000381136,0.0007836238,0.0002935125],"domain_scores_gemma":[0.9905155,0.005596772,0.001496476,0.0007507354,0.001047573,0.000592955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000044132,0.00007636213,0.9711354,0.00004005913,0.0003542464,0.00007435917,0.0007391213,0.0008586383,0.0002056931,0.005272041,0.000482416,0.0207176],"study_design_scores_gemma":[0.00001319631,0.0001646291,0.9794945,0.000188525,0.0001248622,0.0002744498,0.001034146,0.003999976,0.00009335514,0.01344435,0.001135507,0.00003250994],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9803534,0.001714994,0.007321703,0.001404605,0.0001033778,0.0001580987,0.0007993298,0.00006234476,0.008082224],"genre_scores_gemma":[0.9965969,0.0006046919,0.001939193,0.00003823055,0.00002516878,0.00003826914,0.0004644412,0.000009020875,0.0002840946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009136648,"threshold_uncertainty_score":0.02373058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01370739223379591,"score_gpt":0.3368252278354818,"score_spread":0.3231178356016859,"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."}}