{"id":"W6964371366","doi":"10.25384/sage.24310601","title":"sj-docx-1-cjb-10.1177_00938548231202799 – Supplemental material for The Classification of Federally Sentenced Women in Canada: Addition of Gender-Informed Variables to the Custody Rating Scale Contributes Incremental Predictive Validity","year":2023,"lang":"en","type":"article","venue":"Sage Journals Data","topic":"Plant Ecology and Soil Science","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Predictive validity; Scale (ratio); Incremental validity; Rating scale; Criminal justice; Test validity; Economic Justice","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003318356,0.0001097845,0.0001992235,0.00004687678,0.0004220397,0.0000473905,0.0009632987,0.00004262205,0.005831303],"category_scores_gemma":[0.000450937,0.00007214697,0.000024145,0.0004085873,0.0001436666,0.000480583,0.0004859986,0.0001148123,0.00001009195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006926402,"about_ca_system_score_gemma":0.0003923522,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07109368,"about_ca_topic_score_gemma":0.5147352,"domain_scores_codex":[0.998155,0.000169081,0.0005297263,0.0002491363,0.0004603156,0.000436763],"domain_scores_gemma":[0.9985241,0.0007044215,0.0003286155,0.0003397265,0.00002667941,0.00007646689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009326027,0.0001933823,0.4010084,0.00006180572,0.0001737,0.00001244709,0.003601512,0.008763692,0.2023927,0.00002610175,0.3751271,0.007706568],"study_design_scores_gemma":[0.0007746653,0.0001120031,0.9490647,0.0000702254,0.00003055229,0.00001041241,0.01106814,0.02961702,0.006408105,0.0003358604,0.002392316,0.0001159606],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9611558,0.00002043419,0.0007046582,0.002192996,0.0003350124,0.0008826373,0.03448125,0.000009368552,0.0002178675],"genre_scores_gemma":[0.9977685,0.0001301889,0.000102903,0.0001519939,0.00004356314,0.00008016114,0.001644234,0.000004903039,0.0000735389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5480564,"threshold_uncertainty_score":0.9950775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05531477512891743,"score_gpt":0.2834474783164122,"score_spread":0.2281327031874948,"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."}}