{"id":"W4388169023","doi":"10.1093/oso/9780195222005.003.0001","title":"Competition policy and efficient vice","year":2005,"lang":"en","type":"book-chapter","venue":"","topic":"Merger and Competition Analysis","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Competition (biology); Monopoly; Deregulation; Underwriting; Market economy; Economics; International trade; Competition policy; Goods and services; Business; Political economy; Economy; Finance","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001344639,0.0001939007,0.0004247302,0.0005487351,0.00007146699,0.0000568844,0.00009637647,0.000153622,0.02448786],"category_scores_gemma":[0.000007693968,0.0002265226,0.0001598158,0.00005005842,0.00004829347,0.00003111719,0.00003687636,0.0001368321,0.004749148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008220498,"about_ca_system_score_gemma":0.00001515434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001006639,"about_ca_topic_score_gemma":0.00005239015,"domain_scores_codex":[0.9989576,0.000002595381,0.0004712554,0.000384586,0.000037821,0.0001460856],"domain_scores_gemma":[0.9993667,0.00002063376,0.0002279642,0.0002594778,0.00002733245,0.00009787066],"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":[0.000001735992,0.00001245134,0.000013142,0.00001336607,0.00004932839,9.607731e-7,0.00002371271,0.00005353687,3.567766e-7,0.9983429,0.0005989295,0.0008896101],"study_design_scores_gemma":[0.0001470517,0.00001329814,0.0001082077,0.00001812985,0.00001362321,0.000004128396,0.00000368547,0.001699727,0.000001392694,0.09161638,0.9061009,0.000273428],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000058355,0.002141199,0.002976507,0.001159805,0.00009230841,0.00007672356,0.000119423,0.00004528914,0.9933304],"genre_scores_gemma":[0.0246371,0.002983738,0.0002557686,0.001484022,0.0005176852,0.000004597091,0.00008618327,0.0000339233,0.969997],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9067265,"threshold_uncertainty_score":0.9960257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02081775308474913,"score_gpt":0.2106761341684662,"score_spread":0.1898583810837171,"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."}}