{"id":"W4390269561","doi":"10.5694/mja2.52187","title":"Baby steps in lobbying reform: opportunities and challenges in Queensland","year":2023,"lang":"en","type":"article","venue":"The Medical Journal of Australia","topic":"Global Public Health Policies and Epidemiology","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transparency (behavior); Government (linguistics); Politics; Public health; Commonwealth; Business; Tobacco industry; Public relations; Political science; Medicine; Law","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":[0.005090246,0.00008653716,0.0002846725,0.0002879322,0.00004349346,0.00003143648,0.0002433737,0.0001070611,0.0001064099],"category_scores_gemma":[0.00072539,0.00005026646,0.00003259491,0.0002500091,0.0001217731,0.0002833919,0.0001182445,0.0004060589,0.0000250463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003753411,"about_ca_system_score_gemma":0.00004466729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005614069,"about_ca_topic_score_gemma":0.001102044,"domain_scores_codex":[0.9986145,0.00006984345,0.0005681067,0.00007664006,0.0002944696,0.0003764711],"domain_scores_gemma":[0.9994529,0.0001513938,0.0002164239,0.00007896972,0.00004658368,0.00005365381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003587586,0.0002060646,0.08106257,0.002295279,0.0001204439,0.004077527,0.001821358,0.0005240779,0.00001295934,0.2954927,0.4878755,0.1261528],"study_design_scores_gemma":[0.0008647653,0.00003541571,0.3636867,0.0004023186,0.00001115051,0.0001242338,0.008172,0.00125927,2.312269e-7,0.008181726,0.6171535,0.000108706],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6571876,0.00043093,0.000001054681,0.3398105,0.0002949352,0.00004363621,4.310829e-7,0.00000846291,0.002222443],"genre_scores_gemma":[0.9848118,0.00956399,0.000007171618,0.004493755,0.0009793516,0.000001879524,0.000001500305,0.000006793718,0.0001337817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3353167,"threshold_uncertainty_score":0.8486831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3069731149056266,"score_gpt":0.3736500396234411,"score_spread":0.0666769247178145,"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."}}