{"id":"W4413081115","doi":"10.2139/ssrn.5354464","title":"An Effective Remedy to Address Thailand's Symmetric Duopoly","year":2025,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Auction Theory and Applications","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Duopoly; Business; Law and economics; Economics; Microeconomics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001180888,0.0003800986,0.0004832262,0.000781289,0.001984821,0.002589547,0.001419363,0.004265635,0.01517793],"category_scores_gemma":[0.004412863,0.0001499703,0.00040277,0.0006277065,0.001434089,0.00131658,0.002372266,0.002366011,0.001020036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001073738,"about_ca_system_score_gemma":0.004353994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002445313,"about_ca_topic_score_gemma":0.006176838,"domain_scores_codex":[0.9989988,0.0003388261,0.00004917907,0.0001208315,0.0002593794,0.0002329421],"domain_scores_gemma":[0.9986689,0.0003110958,0.0002473356,0.0002018255,0.0002774659,0.0002932394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004630806,0.0009791466,0.00399196,0.0007974234,0.0001543123,0.004087124,0.001371126,0.01606301,0.009186291,0.6842365,0.0602375,0.2184326],"study_design_scores_gemma":[0.0009672566,0.001602222,0.006681273,0.0007556523,0.0003801266,0.00406293,0.006456358,0.1002171,0.011976,0.5151055,0.3516234,0.0001719455],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3791599,0.002932127,0.1282147,0.06021694,0.003765216,0.001095268,0.0003876806,0.001783305,0.4224449],"genre_scores_gemma":[0.9316218,0.0003971385,0.01524909,0.003029098,0.000216335,0.0001221121,0.00004634038,0.00003468517,0.04928328],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01517793,"threshold_uncertainty_score":0.05077523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03195791435457163,"score_gpt":0.3884720992847807,"score_spread":0.3565141849302091,"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."}}