{"id":"W7130901952","doi":"","title":"Inside the walls: Situational crime prevention and its Theoretical Application to the Canadian Correctional System","year":2024,"lang":"en","type":"article","venue":"Research Explorer (The University of Manchester)","topic":"Criminal Justice and Corrections Analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Crime prevention; Situational ethics; Criminal justice; Work (physics); Prison; Control (management)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001857813,0.0009105986,0.0005446266,0.002244989,0.01552427,0.00845913,0.002807001,0.002131457,0.006907445],"category_scores_gemma":[0.005719528,0.0004882058,0.0009555707,0.002739133,0.01617835,0.002782454,0.003354667,0.002327347,0.0002317047],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06260779,"about_ca_system_score_gemma":0.09379462,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9639305,"about_ca_topic_score_gemma":0.9673946,"domain_scores_codex":[0.9977047,0.0008659048,0.00004194038,0.0001956862,0.000418363,0.0007733739],"domain_scores_gemma":[0.9975997,0.0008920436,0.0002286461,0.0001400824,0.0007372675,0.000402242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003388455,0.0001184071,0.01717254,0.0001181359,0.00003207115,0.0002179435,0.03586912,0.006506911,0.0001423162,0.9088324,0.005337012,0.02561922],"study_design_scores_gemma":[0.00008307673,0.0001861365,0.09381612,0.0009974282,0.0003933597,0.0005117416,0.2377059,0.06848351,0.0009828348,0.5053701,0.09123492,0.0002348438],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.410001,0.002179878,0.05383471,0.034977,0.0003733778,0.0004811634,0.0003447428,0.0001756171,0.4976325],"genre_scores_gemma":[0.9891144,0.0003612313,0.004731255,0.0001998089,0.00001861879,0.00006140917,0.00002629324,0.00001807289,0.005468988],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9373922,"threshold_uncertainty_score":0.4542534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06359151285204065,"score_gpt":0.3389641169008242,"score_spread":0.2753726040487836,"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."}}