{"id":"W2035238186","doi":"10.6000/1929-4409.2015.04.06","title":"Family Structures in Pennsylvania and its Effect on Delinquent Acts: A Data Analysis","year":2015,"lang":"en","type":"article","venue":"International Journal of Criminology and Sociology","topic":"Crime Patterns and Interventions","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Juvenile delinquency; Psychology; Variable (mathematics); Criminology; Social psychology; Developmental psychology; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001109717,0.00007575744,0.0002505463,0.0003580282,0.00006201767,0.00002691023,0.0004281485,0.0001487693,0.00009399929],"category_scores_gemma":[0.0007457723,0.00006164309,0.00006177123,0.0000230459,0.0003069336,0.0001737264,0.0001228417,0.000258352,0.000003423131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006513142,"about_ca_system_score_gemma":0.00008341428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004086311,"about_ca_topic_score_gemma":0.0002887596,"domain_scores_codex":[0.9987444,0.0004747847,0.0003046132,0.0001577778,0.0001801079,0.000138259],"domain_scores_gemma":[0.9990931,0.0003137501,0.0001899826,0.00008372975,0.0002327142,0.00008672362],"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":[0.001468186,0.0003903622,0.2420509,0.00002025664,0.003988714,0.0004683665,0.05086997,0.0002218606,0.001026152,0.6632884,0.004692176,0.03151459],"study_design_scores_gemma":[0.004906522,0.002760004,0.7470123,0.00008126114,0.001023947,0.0001654218,0.0101535,0.0008411467,0.000153365,0.2053078,0.027186,0.0004086803],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938115,0.00152514,0.000207339,0.002842827,0.0006920723,0.00004466261,0.00001925351,0.00000407184,0.0008531477],"genre_scores_gemma":[0.9986354,0.0004280431,0.00008021062,0.000581779,0.000218039,0.000001142976,0.0000137733,0.000002856944,0.00003872539],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5049614,"threshold_uncertainty_score":0.2513732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2447173397648599,"score_gpt":0.4649923090316209,"score_spread":0.220274969266761,"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."}}