{"id":"W3032577363","doi":"10.1257/mic.20210244","title":"Global Giants and Local Stars: How Changes in Brand Ownership Affect Competition","year":2021,"lang":"en","type":"article","venue":"American Economic Journal Microeconomics","topic":"Wine Industry and Tourism","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Counterfactual thinking; Multinational corporation; Affect (linguistics); Competition (biology); Foreign ownership; Business; Divestment; Index (typography); Foreign direct investment; Economics; International economics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000296836,0.0002129187,0.0004010615,0.0001609909,0.0001199812,0.0006559424,0.000167014,0.00007041074,0.0002147294],"category_scores_gemma":[0.00002408233,0.0002314319,0.00007387039,0.0001239507,0.0002413495,0.0009189106,0.0001210305,0.0002744173,0.00009137704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003418039,"about_ca_system_score_gemma":0.0001029266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004660136,"about_ca_topic_score_gemma":0.002529828,"domain_scores_codex":[0.9989535,0.00002894106,0.0002758296,0.0003196159,0.00003368666,0.0003884401],"domain_scores_gemma":[0.9993076,0.00004759456,0.0004192888,0.0001465093,0.00003189267,0.00004715175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004252023,0.0002560768,0.7407567,0.0001702711,0.0003931042,0.0008146196,0.0001802818,0.00290077,0.001168775,0.006615891,0.04408949,0.2022288],"study_design_scores_gemma":[0.007138294,0.0001437457,0.5701264,0.0003127535,0.0001788331,0.002541547,0.01242515,0.007115292,0.0007321896,0.006835548,0.3905759,0.001874405],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9773731,0.000134771,0.0001673829,0.0195945,0.0005072752,0.00008082842,0.00002104478,0.00001955541,0.002101519],"genre_scores_gemma":[0.9934148,0.0001572924,0.0001605059,0.00275891,0.003359113,0.00000307006,0.00001993809,0.00002252436,0.0001038936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3464864,"threshold_uncertainty_score":0.9437519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0125993084904886,"score_gpt":0.2172897149555215,"score_spread":0.2046904064650329,"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."}}