{"id":"W2914707671","doi":"10.5555/3320516.3320897","title":"Simulating an integrated revenue management approach in a production system with product substitution","year":2018,"lang":"en","type":"article","venue":"Corpus Université Laval (Université Laval)","topic":"Supply Chain and Inventory Management","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université TÉLUQ; Université Laval","funders":"","keywords":"Context (archaeology); Revenue; Revenue management; Consumption (sociology); Product (mathematics); Production (economics); Substitution (logic); Demand management; Computer science; New product development; Business; Industrial organization; Operations research; Economics; Microeconomics; Marketing; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004659951,0.0003597867,0.0003119229,0.001023138,0.000600179,0.0001533552,0.0005316135,0.00008591024,0.00002247463],"category_scores_gemma":[0.00001410836,0.0003637824,0.00007541831,0.00206888,0.0001616747,0.002023228,0.0003011076,0.0002249991,0.0000545334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009118634,"about_ca_system_score_gemma":0.00005363363,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007157833,"about_ca_topic_score_gemma":0.00594611,"domain_scores_codex":[0.9978671,0.00006264427,0.0002407024,0.0008877261,0.0004550256,0.0004868149],"domain_scores_gemma":[0.9987383,0.00000873764,0.0002865272,0.0005917404,0.0003274121,0.00004725745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.006095065,0.002600476,0.1916956,0.005019779,0.0009963823,0.002603017,0.01512395,0.03448334,0.009347355,0.5854797,0.006981455,0.1395738],"study_design_scores_gemma":[0.01341406,0.000811585,0.09251127,0.002762309,0.001670915,0.0001391154,0.1088687,0.1720728,0.00436239,0.0004112946,0.5988507,0.004124867],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9242582,0.0000921041,0.003029176,0.0004425702,0.0007654325,0.001499438,0.000007007261,0.0005677048,0.06933839],"genre_scores_gemma":[0.9932945,0.00002943755,0.000812497,0.00009856209,0.0006624419,0.000007020695,0.0001427946,0.00004546361,0.004907313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5918693,"threshold_uncertainty_score":0.9998814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01319445212359764,"score_gpt":0.1799847211303498,"score_spread":0.1667902690067521,"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."}}