{"id":"W7126036471","doi":"10.1007/978-3-031-76422-6_245","title":"Crime: Incentive","year":2025,"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":"Thompson Rivers University","funders":"","keywords":"","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":[0.0009847465,0.0008701924,0.000640273,0.0009910333,0.001489793,0.003884379,0.001187193,0.002678175,0.07164411],"category_scores_gemma":[0.002610951,0.0003668159,0.0003448188,0.001035047,0.003984101,0.005037963,0.002169531,0.003492132,0.01144249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003431052,"about_ca_system_score_gemma":0.0028266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002881471,"about_ca_topic_score_gemma":0.005106255,"domain_scores_codex":[0.9991207,0.0002519619,0.00002530741,0.0001796581,0.000324511,0.00009790812],"domain_scores_gemma":[0.999534,0.0001535825,0.00003717274,0.0001012571,0.0001207986,0.00005312921],"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":[0.000003236998,0.00001553984,0.00003008148,0.00001740717,0.000001173198,0.000006596099,0.00004239427,0.0001750895,0.00002355562,0.9555318,0.0294655,0.01468763],"study_design_scores_gemma":[0.000008117727,0.00001282913,0.0002045711,0.0000741959,0.000002656992,0.00005236399,0.00007256486,0.0005697496,0.0000622681,0.6748552,0.3240789,0.000006572073],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006202933,0.001236664,0.006862578,0.005373385,0.0004517882,0.00004349127,0.0000843915,0.00004076962,0.9852866],"genre_scores_gemma":[0.05059062,0.002521607,0.002941495,0.002402621,0.0009785449,0.0001798825,0.00009853122,0.0001058845,0.9401809],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07164411,"threshold_uncertainty_score":0.2396734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05505967240814373,"score_gpt":0.3747457211445527,"score_spread":0.319686048736409,"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."}}