{"id":"W2022347655","doi":"10.3138/cjccj.2011.e.48","title":"Estimating the True Rate of Repeat Victimization from Police Recorded Crime Data: A Study of Burglary in Metro Vancouver","year":2012,"lang":"en","type":"article","venue":"Canadian Journal of Criminology and Criminal Justice/La Revue canadienne de criminologie et de justice pénale","topic":"Crime Patterns and Interventions","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Economic and Social Research Council","keywords":"Criminology; Calculator; Crime prevention; Sociology; Geography; Psychology; Computer security; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.002380241,0.0003665946,0.0004655214,0.001230554,0.001830792,0.001758015,0.001725025,0.0005621039,0.0006640064],"category_scores_gemma":[0.0172961,0.0006398189,0.0003447362,0.002521145,0.001066053,0.0005868912,0.001417583,0.001154794,0.0002759184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00413374,"about_ca_system_score_gemma":0.002874808,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8395967,"about_ca_topic_score_gemma":0.9047378,"domain_scores_codex":[0.996592,0.001572655,0.0002042256,0.0003980978,0.0007457237,0.0004872271],"domain_scores_gemma":[0.9914559,0.002519696,0.002107224,0.001159242,0.002165211,0.0005926918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004660761,0.00007699744,0.989698,0.000009173757,0.0000497102,0.0001014808,0.004694337,0.0001973043,0.0001412108,0.00005213391,0.00009812769,0.004834865],"study_design_scores_gemma":[0.000003061498,0.00007644052,0.9888499,0.00001187341,0.00001518282,0.0001137452,0.009576751,0.0009816969,0.00009094927,0.0000260629,0.0002421602,0.00001223889],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995787,0.00001553377,0.00009251742,0.00001573094,5.877379e-7,0.00001302105,0.0000624239,0.000001637756,0.0002199531],"genre_scores_gemma":[0.9990149,0.00005960919,0.0002777296,0.0000123953,0.000001288256,0.0000255403,0.0002025241,0.000004239356,0.0004016645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1604033,"threshold_uncertainty_score":0.3226959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1696622201739592,"score_gpt":0.3740463242604015,"score_spread":0.2043841040864423,"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."}}