{"id":"W4223927344","doi":"10.1177/10731911221086050","title":"Forecasting Stalking Recidivism Using the Guidelines for Stalking Assessment and Management (SAM)","year":2022,"lang":"en","type":"article","venue":"Assessment","topic":"Stalking, Cyberstalking, and Harassment","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Mental Health & Substance Use Services; Simon Fraser University","funders":"Engineering and Physical Sciences Research Council; Social Sciences and Humanities Research Council of Canada","keywords":"Recidivism; Stalking; Psychology; Predictive validity; Risk assessment; Psychopathy; Psychopathy Checklist; Checklist; Clinical psychology; Poison control; Incremental validity; Injury prevention; Test validity; Psychiatry; Social psychology; Psychometrics; Antisocial personality disorder; Environmental health; Medicine; Personality; Computer security","routes":{"ca_aff":true,"ca_fund":true,"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","sts"],"consensus_categories":[],"category_scores_codex":[0.00526782,0.0003412805,0.0003648438,0.000213657,0.006683054,0.0005406275,0.0005811129,0.0000630818,0.0002493799],"category_scores_gemma":[0.00008543773,0.0003038407,0.0001965462,0.0004777184,0.0002106601,0.0003145701,0.0008833899,0.0003647391,4.640098e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001890031,"about_ca_system_score_gemma":0.0004930156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001498952,"about_ca_topic_score_gemma":0.0005410853,"domain_scores_codex":[0.9956014,0.0004871536,0.0007189376,0.0007220513,0.001515753,0.0009547177],"domain_scores_gemma":[0.9980783,0.0005008487,0.0005437081,0.0004350984,0.0002766981,0.0001652768],"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":[0.0001110623,0.0007477563,0.03092089,0.0003835514,0.001482937,0.0001622095,0.03887304,0.01050383,0.001163518,0.5425844,0.01866277,0.3544041],"study_design_scores_gemma":[0.002006372,0.0003619506,0.006636101,0.0001840877,0.0004287327,0.00002813522,0.1448738,0.07088593,0.00002981987,0.01281018,0.7607592,0.0009957405],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4950631,0.002364113,0.3112546,0.02624244,0.009688757,0.01439263,0.0003097063,0.0008529442,0.1398317],"genre_scores_gemma":[0.9057723,0.0003155747,0.0896972,0.001284114,0.0006292455,0.0008881347,0.00003623655,0.00007229104,0.00130496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7420964,"threshold_uncertainty_score":0.9999413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.258131014862686,"score_gpt":0.4665255360546948,"score_spread":0.2083945211920088,"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."}}