{"id":"W3044386593","doi":"10.1177/0093854820942561","title":"The Gendered Nature of Criminogenic Thinking Patterns Among Justice-Involved Clients: A Pilot Study","year":2020,"lang":"en","type":"article","venue":"Criminal Justice and Behavior","topic":"Crime Patterns and Interventions","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Social Sciences and Humanities Research Council; Carleton University","funders":"","keywords":"Psychology; Economic Justice; Recidivism; Human factors and ergonomics; Social psychology; Construct (python library); Poison control; Applied psychology; Developmental psychology; Clinical psychology; Computer science; Medicine; Political science","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004562011,0.0001751205,0.0002160094,0.00004488352,0.001365872,0.0002236004,0.000494816,0.00008821074,0.0002236494],"category_scores_gemma":[0.0002424203,0.0001363361,0.0001171383,0.0001537892,0.000292338,0.000216215,0.0001775602,0.0004282874,0.000009562568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003392859,"about_ca_system_score_gemma":0.00005801647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001983831,"about_ca_topic_score_gemma":0.004725259,"domain_scores_codex":[0.9981402,0.0002162097,0.0004062122,0.0003478071,0.0005235878,0.0003659496],"domain_scores_gemma":[0.998993,0.000173216,0.0001933537,0.0002197105,0.0002082778,0.0002124771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005108831,0.006471414,0.5974247,0.003276559,0.0002409772,0.0002340731,0.3614419,0.000004279105,0.00387006,0.005725224,0.002089702,0.01871017],"study_design_scores_gemma":[0.0005181449,0.001454116,0.3991025,0.00007282276,0.01608567,0.000001365155,0.5821797,0.00002484101,0.000185696,0.00002366891,0.0001548391,0.0001965787],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973307,0.0004988884,0.0001847963,0.0002910247,0.0006464482,0.0005827696,0.00003423827,0.00004864798,0.0003825081],"genre_scores_gemma":[0.9988644,0.0001815165,0.0000449205,0.0002907584,0.000390705,0.00005747342,0.000007888331,0.00001765403,0.0001447354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2207378,"threshold_uncertainty_score":0.9999342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.143614987521803,"score_gpt":0.3876969702661345,"score_spread":0.2440819827443316,"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."}}