{"id":"W4389155105","doi":"10.47341/gbea.23129","title":"The need for reform of the Australian Constitution","year":2023,"lang":"en","type":"article","venue":"Global Business & Economics Anthology","topic":"Commonwealth, Australian Politics and Federalism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Constitution; Commonwealth; Referendum; Legislature; Indigenous; Government (linguistics); Political science; Indigenous rights; Law; Public administration; Separation of powers; Politics","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":[0.0005959754,0.00008494528,0.0001612361,0.00002281093,0.001032833,0.00007030902,0.000423479,0.0001288299,0.00001099147],"category_scores_gemma":[0.0001136374,0.00005920057,0.00009063289,0.0003024857,0.001217681,0.00007100969,0.0000798334,0.00005564175,0.0000187291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002444813,"about_ca_system_score_gemma":0.0003864751,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009237221,"about_ca_topic_score_gemma":0.01255953,"domain_scores_codex":[0.9990172,0.00005868597,0.0002805613,0.0001497605,0.00005076673,0.0004429898],"domain_scores_gemma":[0.9992914,0.00008976004,0.0001752288,0.0002468998,0.0001409156,0.00005585113],"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":[0.00001489636,0.000007371284,0.001542603,0.000007246152,0.00001014117,5.896738e-7,0.0001420109,0.00005950023,0.00000629857,0.9934859,0.003561311,0.001162174],"study_design_scores_gemma":[0.0003902122,0.00001693828,0.1039436,0.00001018886,0.00002144251,0.0000103519,0.002990864,0.00008075355,0.00003332568,0.1466398,0.7457235,0.0001390568],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8114482,0.00003104917,0.00004554653,0.1347557,0.004158038,0.0006342103,0.0004447984,0.0000625162,0.04841997],"genre_scores_gemma":[0.9978645,0.0003442708,0.00003026475,0.0002818565,0.0002095773,0.00001939451,0.0000139792,0.000004049029,0.001232103],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.846846,"threshold_uncertainty_score":0.9973603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04613968742773726,"score_gpt":0.3374429283868637,"score_spread":0.2913032409591265,"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."}}