{"id":"W3171207981","doi":"10.1177/00111287211014155","title":"Expanding Mechanisms of Governance: Uncertainty and Risk in Police Decision-Making Strategies in the Pursuit of Specialized Peace Bonds","year":2021,"lang":"en","type":"article","venue":"Crime & Delinquency","topic":"Crime Patterns and Interventions","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Western University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Corporate governance; Criminology; Political science; Risk assessment; Psychology; Bond; Business; Computer security; Computer science; Finance","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":[],"consensus_categories":[],"category_scores_codex":[0.001384408,0.00009750933,0.0002442842,0.00007763643,0.0001334612,0.0001043374,0.0003573718,0.00007575046,0.0006898111],"category_scores_gemma":[0.0005556699,0.00008267048,0.00008894734,0.0004945473,0.0001660028,0.0002275534,0.00008176426,0.0001680429,0.000001898987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007792258,"about_ca_system_score_gemma":0.0002308035,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03366776,"about_ca_topic_score_gemma":0.05152762,"domain_scores_codex":[0.9983046,0.0003232745,0.000495635,0.0002118923,0.0004407548,0.0002238184],"domain_scores_gemma":[0.9989964,0.0003914653,0.0002332125,0.0002075751,0.0001419497,0.00002934838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001359246,0.0006500983,0.03079699,0.0001655907,0.00005848465,0.00005381142,0.1449606,0.0004861129,0.01222296,0.753713,0.001787547,0.05496886],"study_design_scores_gemma":[0.001825133,0.0002357019,0.15926,0.00239419,0.0001322487,0.00001043287,0.5069404,0.0003675596,0.002647393,0.3225821,0.003088585,0.0005163233],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9806173,0.002216832,0.002855263,0.0002117308,0.0001638842,0.0001639034,0.0000370113,0.000008131208,0.01372592],"genre_scores_gemma":[0.9971569,0.001783523,0.0008729042,0.00004270174,0.00006818997,0.000009199342,0.000002073316,0.000006640822,0.0000579039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.431131,"threshold_uncertainty_score":0.9727671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04078158291122959,"score_gpt":0.3868874916917869,"score_spread":0.3461059087805573,"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."}}