{"id":"W2084027419","doi":"10.1177/0886260507309337","title":"Does Using Nonnumerical Terms to Describe Risk Aid Violence Risk Communication?","year":2007,"lang":"en","type":"article","venue":"Journal of Interpersonal Violence","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":98,"is_retracted":false,"has_abstract":true,"ca_institutions":"Waypoint Centre for Mental Health Care","funders":"","keywords":"Psychology; Affect (linguistics); Poison control; Human factors and ergonomics; Injury prevention; Clinical psychology; Risk assessment; Suicide prevention; Social psychology; Computer security; Medicine; Computer science; Medical emergency; Communication","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":[0.002723884,0.0004124029,0.0006075493,0.0005181223,0.0003119032,0.00008524251,0.001497399,0.0001981628,0.0003872043],"category_scores_gemma":[0.0005088146,0.0002822447,0.0003749471,0.0005760643,0.0003332532,0.0003824632,0.0001940878,0.001487093,0.0001997314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000365429,"about_ca_system_score_gemma":0.00008496522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005431138,"about_ca_topic_score_gemma":0.00008807661,"domain_scores_codex":[0.9961188,0.0004781586,0.001409011,0.000491197,0.0007155862,0.0007872678],"domain_scores_gemma":[0.9959334,0.000673082,0.001634934,0.0008181699,0.0003562055,0.0005842559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004947573,0.001225145,0.6187238,0.00003499677,0.0007444405,0.0004046407,0.01796067,0.0001890049,0.005379121,0.0008532291,0.01483802,0.3346994],"study_design_scores_gemma":[0.007858581,0.006674,0.8452307,0.01886005,0.001039887,0.006003826,0.06666002,0.001967612,0.00408438,0.01787043,0.02035922,0.003391269],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8954157,0.0009873777,0.06500983,0.0002756276,0.03680239,0.0002114221,0.00004891758,0.000040489,0.001208241],"genre_scores_gemma":[0.965104,0.0004275414,0.03158553,0.0009909583,0.001779976,0.000004449473,0.000001534945,0.00005539626,0.00005057377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3313082,"threshold_uncertainty_score":0.999963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0198762867053515,"score_gpt":0.3382579934850982,"score_spread":0.3183817067797467,"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."}}