{"id":"W4391917304","doi":"10.2139/ssrn.4725501","title":"Optimal Return-Exchange Policy with E-Coupon Promotion in Omnichannel Operations","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Digital Platforms and Economics","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Omnichannel; Coupon; Promotion (chess); Business; Economics; Advertising; Finance; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001324668,0.0003564982,0.0003388089,0.0009056824,0.0001753376,0.002475616,0.0003847863,0.0002195604,0.00004728834],"category_scores_gemma":[0.00004519158,0.0002927429,0.0001458642,0.0003765115,0.00003153002,0.002205906,0.000562475,0.004178312,0.0002046779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001406902,"about_ca_system_score_gemma":0.001988157,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001403518,"about_ca_topic_score_gemma":0.01862186,"domain_scores_codex":[0.9971842,0.000003287194,0.0004527065,0.0004203077,0.0002024678,0.001737016],"domain_scores_gemma":[0.9994264,0.000006947316,0.0002123217,0.0002236572,0.0001075156,0.00002314511],"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":[0.0002151009,0.0003628861,0.0005626241,0.0007364445,0.0004858617,0.00006344737,0.0003522307,0.06746635,0.00003010065,0.9082056,0.000646527,0.02087288],"study_design_scores_gemma":[0.0008563321,0.0001470913,0.000177032,0.0006031442,0.0001224097,0.0002232181,0.001911945,0.04976384,0.000007458173,0.9434488,0.001985831,0.0007528536],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.981993,0.001016909,0.0006078834,0.003164018,0.0005763454,0.0004482891,0.000006690732,0.00009132353,0.01209551],"genre_scores_gemma":[0.992247,0.0008677018,0.00005899656,0.0002414466,0.00419099,0.00004366198,0.0001217449,0.00008332896,0.002145056],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0352433,"threshold_uncertainty_score":0.9999525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01358810363532393,"score_gpt":0.2242377808207976,"score_spread":0.2106496771854737,"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."}}