{"id":"W3195163358","doi":"10.1177/15570851211035717","title":"Building a Holistic Typology to Inform Service Delivery for Women on Community Supervision","year":2021,"lang":"en","type":"article","venue":"Feminist Criminology","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Typology; Psychology; Mental health; Service (business); Service delivery framework; Human factors and ergonomics; Applied psychology; Suicide prevention; Occupational safety and health; Poison control; Medicine; Business; Sociology; Environmental health; Psychiatry; Marketing","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002919137,0.0002488565,0.0004301907,0.0002005652,0.0004624008,0.00003244344,0.000483568,0.0003439288,0.001604755],"category_scores_gemma":[0.0002469723,0.0002618419,0.00009029944,0.0002738614,0.00008853945,0.00003991583,0.0002725573,0.000542343,0.00111913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001295905,"about_ca_system_score_gemma":0.00009015404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002806392,"about_ca_topic_score_gemma":0.0004006418,"domain_scores_codex":[0.9981046,0.0002285276,0.0003761108,0.0004172469,0.0001012096,0.0007723438],"domain_scores_gemma":[0.9975112,0.001073143,0.00007543016,0.0009427425,0.0002024576,0.00019502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004066649,0.002439048,0.002290754,0.0004361734,0.0006227894,0.0004451315,0.1212997,0.00003919943,0.005322247,0.696846,0.03309709,0.1330952],"study_design_scores_gemma":[0.005753205,0.004063461,0.0765164,0.000115324,0.000155359,0.0008544618,0.05271592,0.00003080365,0.003889637,0.01910731,0.8357937,0.001004447],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9490441,0.00007336871,0.0001630359,0.002786336,0.00150587,0.0003067947,0.0001016118,0.0001157923,0.04590311],"genre_scores_gemma":[0.9770738,0.00000548975,0.0009578611,0.02021539,0.0002348508,0.0002254055,0.00007777243,0.00003987788,0.001169484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8026966,"threshold_uncertainty_score":0.9999834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1894139878093036,"score_gpt":0.3812062104392298,"score_spread":0.1917922226299262,"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."}}