{"id":"W4417411152","doi":"10.1016/j.copsyc.2025.102252","title":"Warning signs of future intimate partner violence","year":2025,"lang":"en","type":"article","venue":"Current Opinion in Psychology","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Warning signs; Domestic violence; Intervention (counseling); Warning system; Signs and symptoms; Suicide prevention","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":[0.000656222,0.000113323,0.0002193476,0.0002360614,0.0001332413,0.00001377629,0.0003897911,0.0001455254,0.0001457692],"category_scores_gemma":[0.0000821064,0.0001123798,0.00006244819,0.0006479804,0.0003597747,0.00009831618,0.00006023145,0.0002821249,0.00005206999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003367354,"about_ca_system_score_gemma":0.00009831009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005870721,"about_ca_topic_score_gemma":0.000005712265,"domain_scores_codex":[0.9985025,0.0002851615,0.0003738624,0.0003182746,0.000158725,0.0003614763],"domain_scores_gemma":[0.9994295,0.00008508623,0.0001141452,0.0002320915,0.00009165478,0.00004750549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007537755,0.0003391917,0.08408528,0.0002205019,0.00001458835,6.867618e-7,0.004412693,0.00003762875,0.0003502025,0.6086562,0.02143366,0.2803741],"study_design_scores_gemma":[0.0009675656,0.00008791555,0.1331018,0.001693945,0.000009497135,8.080083e-7,0.002146669,0.0002011845,0.00008103579,0.02786251,0.8335209,0.000326128],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09738073,0.04504228,0.03012062,0.004713116,0.1705535,0.002016968,0.00004929547,0.0004363997,0.6496871],"genre_scores_gemma":[0.9816338,0.01721846,0.0002600183,0.0001951435,0.0005494007,0.00005680437,0.00001315707,0.000007719029,0.00006547243],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8842531,"threshold_uncertainty_score":0.4582716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06378070634169744,"score_gpt":0.4634405175728639,"score_spread":0.3996598112311665,"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."}}