{"id":"W2057161050","doi":"10.1111/j.1755-618x.2005.tb00844.x","title":"Assessing Risk of Victimization through Epidemiological Concepts: An Alternative Analytic Strategy Applied to Routine Activities Theory*","year":2008,"lang":"en","type":"article","venue":"Canadian Review of Sociology/Revue canadienne de sociologie","topic":"Crime Patterns and Interventions","field":"Social Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; University of Windsor","funders":"","keywords":"Victimisation; Humanities; Psychology; Population; Identification (biology); Sociology; Poison control; Injury prevention; Philosophy; Medicine; Demography; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004310019,0.0002513864,0.001013828,0.0001431709,0.0006923602,0.00001239434,0.0006019755,0.0003749929,0.001037593],"category_scores_gemma":[0.004182594,0.0002375146,0.0003379003,0.0003029724,0.002524456,0.0002735758,0.0000401364,0.0004340893,0.000007967761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001398739,"about_ca_system_score_gemma":0.001428512,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1263486,"about_ca_topic_score_gemma":0.2334969,"domain_scores_codex":[0.9951822,0.002518864,0.0007726596,0.0004727402,0.00007975275,0.0009737565],"domain_scores_gemma":[0.9968449,0.001175897,0.0006802893,0.0003622217,0.0003136808,0.0006230507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00003967599,0.0001881605,0.3179186,0.001513009,0.0008288863,0.00007369613,0.1881097,0.002215161,0.0002314866,0.4683193,0.005254567,0.01530777],"study_design_scores_gemma":[0.0009697592,0.00130782,0.436009,0.003727875,0.0008128325,0.00003210613,0.4334442,0.0003197911,0.0001210486,0.1135975,0.008112125,0.001545963],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9816181,0.004513477,0.003221698,0.001436299,0.0002218899,0.0006717384,0.0003287016,0.0000393327,0.007948749],"genre_scores_gemma":[0.9863964,0.01002125,0.001039271,0.002012625,0.000220957,0.00007847082,0.0001129792,0.00001865805,0.00009938798],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3547217,"threshold_uncertainty_score":0.9998756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1789587218827136,"score_gpt":0.4202577863786002,"score_spread":0.2412990644958866,"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."}}