{"id":"W4281569984","doi":"10.3138/cjccj.2022-0001","title":"Exploring the Reciprocal Relationship Between Serious Victimization and Criminogenic Networks","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Criminology and Criminal Justice/La Revue canadienne de criminologie et de justice pénale","topic":"Crime Patterns and Interventions","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Psychology; Interpersonal ties; Reciprocal; Social network (sociolinguistics); Social network analysis; Intervention (counseling); Social psychology; Poison control; Human factors and ergonomics; Developmental psychology; Social capital; Psychiatry; Social media; Medical emergency; Sociology; Medicine","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.003187044,0.0002666506,0.0004024457,0.0005692289,0.003250399,0.0002044004,0.000682539,0.0002250456,0.0002282261],"category_scores_gemma":[0.00401686,0.0002742664,0.000154599,0.0002174493,0.001015967,0.00046798,0.0001233474,0.001674569,0.000002211729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001066332,"about_ca_system_score_gemma":0.002162161,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02779434,"about_ca_topic_score_gemma":0.08887361,"domain_scores_codex":[0.9960485,0.001525578,0.0006565116,0.0003613631,0.0001529236,0.001255123],"domain_scores_gemma":[0.9955466,0.002346106,0.0004245052,0.0002715248,0.0003018656,0.001109408],"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":[0.0003708816,0.000137863,0.1176857,0.001534467,0.0004088072,0.003184346,0.3636219,0.01360889,0.00007249272,0.4138094,0.004167754,0.0813975],"study_design_scores_gemma":[0.0006770088,0.0007989319,0.4875646,0.0001521789,0.0089947,0.004223367,0.4703561,0.0006318631,0.00001358667,0.005034515,0.02099513,0.0005580204],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9824983,0.001930931,0.00550066,0.00717746,0.0009456278,0.0002210801,0.0000333693,0.00002784337,0.001664671],"genre_scores_gemma":[0.9963368,0.0007616273,0.0006206608,0.001249666,0.0006504994,0.00006181115,0.00001400499,0.00003487815,0.0002700254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4087749,"threshold_uncertainty_score":0.999971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.283905981810367,"score_gpt":0.3494007410178013,"score_spread":0.06549475920743436,"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."}}