{"id":"W4311815426","doi":"10.1111/poms.13922","title":"Product‐line pricing with dual objective of profit and consumer surplus","year":2022,"lang":"en","type":"article","venue":"Production and Operations Management","topic":"Consumer Market Behavior and Pricing","field":"Business, Management and Accounting","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Economic surplus; Microeconomics; Marginal cost; Economics; Marginal profit; Monopolistic competition; Marginal product; Profit (economics); Social Welfare; Monopoly; Welfare; Production (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":[0.0004795234,0.0001307011,0.0001458039,0.0003055783,0.0006395301,0.0001161217,0.00005328232,0.00000908897,0.0001361921],"category_scores_gemma":[0.00003580061,0.0001171645,0.00001559197,0.0005138897,0.00008177634,0.0004883248,0.0002809101,0.0001134478,0.000002663105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002562887,"about_ca_system_score_gemma":0.00001580119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002741177,"about_ca_topic_score_gemma":0.0001960688,"domain_scores_codex":[0.9990065,0.00002476555,0.0002106154,0.0003955613,0.0002228843,0.0001396828],"domain_scores_gemma":[0.9995651,0.000008911336,0.0000842204,0.0001935583,0.0001383204,0.000009852165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001017528,0.0008181712,0.6263066,0.002434145,0.0007265462,0.00005519451,0.003209342,0.01314222,0.005649013,0.06287982,0.004484655,0.2792768],"study_design_scores_gemma":[0.005279312,0.0004008502,0.8110735,0.0003146555,0.002594237,0.0002768688,0.02686969,0.01224098,0.003397503,0.0007771213,0.1344382,0.002337075],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893304,0.0004553258,0.0004283141,0.00287746,0.0004161261,0.001395163,0.000003701023,0.00008577019,0.005007791],"genre_scores_gemma":[0.9962837,0.00006152462,0.0007538754,0.0001695285,0.0001477981,0.0002031215,0.00002182609,0.00001597011,0.002342712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2769397,"threshold_uncertainty_score":0.4918813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01490970736679325,"score_gpt":0.2247978296558121,"score_spread":0.2098881222890188,"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."}}