{"id":"W4416383948","doi":"10.1016/b978-0-443-26629-4.00136-2","title":"Methods for measuring crime","year":2025,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Crime Patterns and Interventions","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Crime analysis; Crime scene; Identification (biology); Measure (data warehouse); Poison control","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001700472,0.001387052,0.001018653,0.003899674,0.0008223868,0.002369349,0.001634226,0.00137893,0.11649],"category_scores_gemma":[0.003620474,0.0009329218,0.0006841929,0.003423685,0.001202117,0.002282311,0.001961328,0.001621158,0.0646438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007077489,"about_ca_system_score_gemma":0.001282715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004536855,"about_ca_topic_score_gemma":0.01009013,"domain_scores_codex":[0.9984974,0.0003609602,0.00008913536,0.0002034049,0.0007963565,0.00005284269],"domain_scores_gemma":[0.9987304,0.0006561308,0.00005315427,0.0002775846,0.0002484201,0.00003430595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001636995,0.00004871274,0.0008549042,0.000509095,0.00002719442,0.00003464491,0.0003185475,0.0004135715,0.001170802,0.0497309,0.1523682,0.794507],"study_design_scores_gemma":[0.000009656084,0.00004460396,0.003525689,0.0006632038,0.00003478454,0.000317765,0.0003502561,0.001479204,0.001661747,0.07670334,0.9151738,0.00003600843],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.001924607,0.02238963,0.3593347,0.001811343,0.001887805,0.0007474814,0.006448672,0.003107995,0.6023477],"genre_scores_gemma":[0.01152952,0.01773697,0.2217705,0.001020007,0.0004001457,0.001767716,0.004884127,0.00101115,0.7398799],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.11649,"threshold_uncertainty_score":0.3896979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1100122112610016,"score_gpt":0.4271734313517709,"score_spread":0.3171612200907692,"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."}}