{"id":"W3108883279","doi":"10.5204/thesis.eprints.206179","title":"Gladue, Bugmy and â€˜special treatment': Reconciling a proposal for sentencing law reform in Queensland with s.10 of the Racial Discrimination Act 1975 (Cth)","year":2020,"lang":"en","type":"dissertation","venue":"Queensland University of Technology","topic":"Multicultural Socio-Legal Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Statutory law; Law; Legislature; Political science; State (computer science); High Court; Law reform; Criminology; Sociology","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":[],"consensus_categories":[],"category_scores_codex":[0.0001184666,0.000171655,0.0004354078,0.0001086665,0.0005229636,0.00001053565,0.0002170913,0.0003878954,0.00001225589],"category_scores_gemma":[0.00009610832,0.0001215007,0.00009257741,0.000265802,0.0005874204,0.000117771,0.00004533784,0.0001825684,5.02978e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004283457,"about_ca_system_score_gemma":0.000270527,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03466374,"about_ca_topic_score_gemma":0.6737398,"domain_scores_codex":[0.9990873,0.00006175513,0.0001786647,0.0002751967,0.0001897784,0.0002072666],"domain_scores_gemma":[0.9992404,0.00006141287,0.0003554977,0.00009558849,0.0002164929,0.00003058264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.007613396,0.0004925104,0.1084884,0.001461377,0.001150411,0.00006864244,0.5376226,0.000009542186,0.001243418,0.2617131,0.0004244603,0.0797121],"study_design_scores_gemma":[0.008446259,0.002031689,0.05269038,0.001261394,0.001038764,0.000005051425,0.8182694,0.00009985572,0.004212914,0.006837189,0.1040761,0.001030953],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9780933,0.0001347199,0.000006783708,0.003580392,0.0001514069,0.001024777,0.00005826385,0.00004300202,0.01690735],"genre_scores_gemma":[0.9949678,0.0002940762,0.0008762217,0.000005647893,0.0001315271,0.000004408139,0.00007808503,0.00001118468,0.003631083],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6390761,"threshold_uncertainty_score":0.9717645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0153915895065194,"score_gpt":0.2593765323218664,"score_spread":0.243984942815347,"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."}}