{"id":"W7015860121","doi":"","title":"Until death do they part: preventing intimate partner homicide
\\n","year":2011,"lang":"en","type":"article","venue":"University of Birmingham Research Archive, E-prints Repository","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Homicide; Intimate partner; Domestic violence; Quarter (Canadian coin); Suicide prevention; State (computer science)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002716757,0.0001970376,0.000340725,0.0004314021,0.002011933,0.00008128453,0.001364405,0.0001434248,0.0004276748],"category_scores_gemma":[0.0002585517,0.0002207123,0.0001922626,0.000360368,0.001577113,0.0004340895,0.0008417394,0.0006199949,0.0002860346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001602777,"about_ca_system_score_gemma":0.0005459486,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02477293,"about_ca_topic_score_gemma":0.0008961343,"domain_scores_codex":[0.9956681,0.001313956,0.0003311301,0.0006253467,0.001049749,0.001011732],"domain_scores_gemma":[0.9978991,0.0003336137,0.0002167809,0.000629448,0.0005341714,0.0003868856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007369115,0.0009598816,0.7385651,0.0002530897,0.0002737743,0.0005076227,0.1204843,0.00003584984,0.01509101,0.1047224,0.004201882,0.01416812],"study_design_scores_gemma":[0.002037015,0.0005186831,0.7730293,0.001582268,0.0001581211,0.00003221049,0.06541704,0.0009786048,0.02656439,0.0319299,0.09627878,0.001473739],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.439485,0.00004787154,0.0002402004,0.00001520699,0.0001886945,0.000358357,0.000008927293,0.00008209129,0.5595736],"genre_scores_gemma":[0.9885015,0.0004760017,0.002644576,0.000007983183,0.0001301102,0.000002485885,0.000004267604,0.00002199945,0.00821109],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5513625,"threshold_uncertainty_score":0.9992873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07714679592314853,"score_gpt":0.3245864750117888,"score_spread":0.2474396790886403,"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."}}