{"id":"W4308455280","doi":"10.1007/s10940-022-09562-9","title":"An Offenders-Offenses Shared Component Spatial Model for Identifying Shared and Specific Hotspots of Offenders and Offenses: A Case Study of Juvenile Delinquents and Violent Crimes in the Greater Toronto Area","year":2022,"lang":"en","type":"article","venue":"Journal of Quantitative Criminology","topic":"Crime Patterns and Interventions","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Juvenile delinquency; Psychology; Criminology; Poison control; Medical emergency; Medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001095031,0.0001506523,0.0005026089,0.0002416344,0.0003752559,0.00005633178,0.0002240473,0.00004931999,0.0001405871],"category_scores_gemma":[0.0001031333,0.0001231017,0.0001027269,0.00006274748,0.0003508693,0.0003560777,0.0001078258,0.0001714826,4.397397e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009477234,"about_ca_system_score_gemma":0.00006879032,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01289178,"about_ca_topic_score_gemma":0.01696083,"domain_scores_codex":[0.9976582,0.0007731027,0.0007779118,0.0002458851,0.0003203509,0.0002245664],"domain_scores_gemma":[0.9984991,0.0003716115,0.0006335385,0.0001354472,0.0002870638,0.00007323585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001719208,0.002814298,0.03504176,0.0002345685,0.0004057309,0.0005007882,0.9432168,0.0004760509,0.008726847,0.002088888,0.001098079,0.003676956],"study_design_scores_gemma":[0.002812888,0.004160584,0.08760768,0.00009636324,0.0002044164,0.0003170693,0.8970453,0.006526628,0.00009683093,0.0009420859,0.00003184151,0.000158389],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948464,0.001557993,0.002460405,0.000202589,0.0001860021,0.0005924624,0.0001335699,0.000003240845,0.00001731327],"genre_scores_gemma":[0.9990783,0.0001872909,0.0006096429,0.00004810999,0.00002265829,0.00003066388,0.000006212301,0.00001108629,0.000006014638],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05256591,"threshold_uncertainty_score":0.9936814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4754680292552756,"score_gpt":0.4485183907083951,"score_spread":0.02694963854688048,"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."}}