{"id":"W4391746831","doi":"10.1007/978-3-031-17299-1_3086","title":"Crime Estimates","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Crime Patterns and Interventions","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Criminology; Psychology","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":[0.001145727,0.001054531,0.0005793541,0.007656593,0.0006678877,0.001895703,0.001087132,0.0004760419,0.1719518],"category_scores_gemma":[0.005211731,0.0004685828,0.0007650403,0.004826725,0.0002747382,0.001255758,0.000846512,0.001403862,0.09035447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0013441,"about_ca_system_score_gemma":0.001099071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02006529,"about_ca_topic_score_gemma":0.03692967,"domain_scores_codex":[0.998459,0.0002200181,0.00008281636,0.0002190017,0.0009261266,0.00009307644],"domain_scores_gemma":[0.9984558,0.0002862769,0.000104946,0.0002463824,0.0008510762,0.00005560869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003183378,0.00003381941,0.001919306,0.0001415435,0.00002589478,0.00001938392,0.00009276895,0.001058404,0.0001399135,0.02754643,0.7448227,0.2241679],"study_design_scores_gemma":[0.000006100961,0.00002658904,0.009017957,0.0001746624,0.00001754941,0.000116867,0.0001570372,0.001366847,0.0005450246,0.008036782,0.980515,0.00001962493],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003198814,0.001992466,0.0174818,0.001077686,0.0009790502,0.0002578095,0.1110528,0.002008628,0.861951],"genre_scores_gemma":[0.02591393,0.003359656,0.02091059,0.0004682401,0.0003874563,0.0005865608,0.1193902,0.001239071,0.8277441],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1719518,"threshold_uncertainty_score":0.575236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1415714511139616,"score_gpt":0.3975453458894212,"score_spread":0.2559738947754596,"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."}}