{"id":"W1946558101","doi":"10.18357/ijcyfs112010171","title":"Crime Prevention and Community Safety: A Conceptual Overview","year":2010,"lang":"en","type":"article","venue":"International Journal of Child Youth and Family Studies","topic":"Crime Patterns and Interventions","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Crime prevention; Criminology; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.000927095,0.00007239374,0.0001603349,0.00008050475,0.0005142346,0.0000695585,0.0001859971,0.00003727319,0.00004475098],"category_scores_gemma":[0.0003861242,0.00005963127,0.00009409518,0.00003478186,0.0004750671,0.0002456447,0.0001016195,0.0004249159,0.000001309292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002042067,"about_ca_system_score_gemma":0.00002541171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003672756,"about_ca_topic_score_gemma":0.0004452059,"domain_scores_codex":[0.9990796,0.0001889591,0.0003013716,0.00006086683,0.00027666,0.00009253788],"domain_scores_gemma":[0.9990954,0.0001387712,0.0002076101,0.00005064199,0.0004369816,0.00007063316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0004921355,0.001287727,0.1558056,0.00007351331,0.003354198,0.00003610839,0.5809052,0.000002116277,0.0007174115,0.1027583,0.01210796,0.1424599],"study_design_scores_gemma":[0.001775374,0.0004375527,0.6050019,0.0006789038,0.0001855568,0.00005792259,0.2743708,0.00000301073,0.00004465515,0.006853007,0.1103714,0.0002197821],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9785779,0.007898802,0.00008902092,0.003416325,0.001418162,0.00006281377,0.00003521859,0.000007987078,0.008493767],"genre_scores_gemma":[0.9912198,0.007357355,0.00007922396,0.0007655166,0.0004429269,7.966289e-7,0.000002697365,0.000003630624,0.0001281013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4491964,"threshold_uncertainty_score":0.3955129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1238654522536563,"score_gpt":0.411149070595295,"score_spread":0.2872836183416387,"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."}}