{"id":"W4206945884","doi":"10.1080/00036846.2021.1994915","title":"Assessing gains of trade in monopolistic competition under the presence of industry leaders","year":2021,"lang":"en","type":"article","venue":"Applied Economics","topic":"Global trade and economics","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"University of Alberta","keywords":"Monopolistic competition; Economics; Odds; Competition (biology); Revenue; Outcome (game theory); Gains from trade; Microeconomics; Trade barrier; Monetary economics; International trade; Ecology; Biology; Monopoly","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":[0.0003473679,0.0001423983,0.0004800014,0.0001097612,0.0000459846,0.00005166544,0.0002701297,0.0002260715,0.0001143199],"category_scores_gemma":[0.00002530009,0.000169154,0.0000965407,0.0001838924,0.0002209505,0.0002312091,0.00006468221,0.0003107825,0.00003112923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001410014,"about_ca_system_score_gemma":0.00007592946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001551463,"about_ca_topic_score_gemma":0.0001476179,"domain_scores_codex":[0.9984654,0.00001341367,0.0009034764,0.0003333449,0.00001613134,0.0002682841],"domain_scores_gemma":[0.9989175,0.0001538813,0.0004753777,0.0003958596,0.000007605914,0.00004978899],"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":[0.000008056637,0.00009448224,0.01532227,0.00004022679,0.00003996983,5.977881e-7,0.0003391967,0.04108932,0.00009731754,0.9427214,0.00005285768,0.0001943645],"study_design_scores_gemma":[0.002491427,0.00004855188,0.4117073,0.00008986756,0.00003516039,0.00001901724,0.02324114,0.01624947,0.009107158,0.5317627,0.004384975,0.0008632101],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9568025,0.0003064409,0.0005857325,0.001234649,0.0002050964,0.0001349818,0.00009077109,0.000008519239,0.04063126],"genre_scores_gemma":[0.9987138,0.0002741132,0.0004655438,0.0004042137,0.00005111006,0.00001252268,0.00002472418,0.00001952259,0.00003444501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4109586,"threshold_uncertainty_score":0.6897901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1521105131189232,"score_gpt":0.2695720126621439,"score_spread":0.1174614995432207,"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."}}