{"id":"W3048646972","doi":"10.26686/pq.v16i3.6562","title":"Why the Commerce Act 1986 is Unfit for Purpose","year":2020,"lang":"en","type":"article","venue":"Policy Quarterly","topic":"Corporate Governance and Law","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute on Governance","funders":"","keywords":"Legislation; Monopoly; State (computer science); Business; Law; Law and economics; Economics; Political science; Market economy","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":[0.00009523559,0.0001616251,0.0001636022,0.00004585109,0.0002116238,0.0003520008,0.0003979283,0.0000422692,0.0001843161],"category_scores_gemma":[0.0000387297,0.0001181079,0.0001298347,0.0004298134,0.00004709722,0.000599574,0.00003908537,0.0001012838,0.0006147796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001479473,"about_ca_system_score_gemma":0.00002750536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004281244,"about_ca_topic_score_gemma":0.0004046977,"domain_scores_codex":[0.9991168,0.000006319488,0.0001902519,0.0002184637,0.0001614147,0.0003067714],"domain_scores_gemma":[0.999419,0.00004629492,0.0001816368,0.0002587624,0.00007303909,0.00002129774],"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":[0.00008579445,0.00003619043,0.001280967,0.0001180606,0.00003090256,0.000002822644,0.001440794,0.000002217821,0.0003393609,0.112235,0.8264665,0.05796135],"study_design_scores_gemma":[0.0005766053,0.00006294325,0.002357199,0.00001091097,0.0000329827,6.21946e-7,0.0003467088,0.001272114,0.00002872575,0.008480622,0.9866596,0.0001708984],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1714929,0.0001234104,0.002056114,0.7933294,0.0003578567,0.001101312,0.00007280338,0.0002901632,0.03117605],"genre_scores_gemma":[0.7332675,0.000002831428,0.00002016723,0.2620415,0.004105488,0.0000434732,0.00001669488,0.00002725451,0.0004750581],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.5617747,"threshold_uncertainty_score":0.7901953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03966181065136223,"score_gpt":0.2552120254304815,"score_spread":0.2155502147791193,"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."}}