{"id":"W4396714823","doi":"10.29173/mlj1345","title":"The Application of Gladue Principles During NCRMD and Fitness Disposition Hearings","year":2023,"lang":"en","type":"article","venue":"Manitoba Law Journal","topic":"Educational Technology and Pedagogy","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Disposition; Psychology; Law and economics; Computer science; Sociology; Social psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.000328178,0.00004707161,0.00005476095,0.00004980764,0.0006909161,0.00008172005,0.0003385654,0.0000386712,8.462774e-7],"category_scores_gemma":[0.00001655641,0.00003537407,0.00002024217,0.0001724699,0.00009623588,0.0001807913,0.0001325869,0.0001478477,0.00001082426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001982738,"about_ca_system_score_gemma":0.00001847567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002224816,"about_ca_topic_score_gemma":0.00159676,"domain_scores_codex":[0.9994826,0.00002961756,0.000148581,0.00009934001,0.0001193134,0.0001205078],"domain_scores_gemma":[0.9995505,0.00009131501,0.00009913152,0.0001691746,0.00006014909,0.00002970958],"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":[0.00000729178,0.00001807185,0.01772472,0.00001778464,0.00001397352,0.000004396417,0.0002633071,0.00007664301,0.00289358,0.9490895,0.00003527465,0.0298555],"study_design_scores_gemma":[0.0002240371,0.00004321749,0.8876849,0.00003393608,0.000006863054,0.0005631123,0.001159594,0.003814718,0.007005315,0.09274294,0.006611796,0.0001096139],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9839949,0.0001090275,0.01168026,0.003641828,0.0001937002,0.00005849385,5.995417e-7,0.00006040568,0.0002607657],"genre_scores_gemma":[0.9989386,0.0001048786,0.0007831991,0.00002952752,0.0001000878,0.00001014571,9.962666e-7,0.000003149915,0.00002943812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8699601,"threshold_uncertainty_score":0.5314038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02286059820944047,"score_gpt":0.274257270280879,"score_spread":0.2513966720714386,"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."}}