{"id":"W3204088534","doi":"10.1111/itor.13061","title":"Ordering and pricing decisions for perishable goods retailer with zero‐inventory and capital constraints","year":2021,"lang":"en","type":"article","venue":"International Transactions in Operational Research","topic":"FinTech, Crowdfunding, Digital Finance","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"China Scholarship Council; National Natural Science Foundation of China","keywords":"Profit (economics); Finance; Internal financing; Business; Heuristics; Trade credit; Capital (architecture); Cost of capital; Industrial organization; Microeconomics; Economics; Computer science; Information asymmetry","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":[],"consensus_categories":[],"category_scores_codex":[0.0005314333,0.0001142437,0.0001201259,0.0004194597,0.0003633427,0.0007348679,0.0001317377,0.00005806018,0.0004330996],"category_scores_gemma":[0.0005218611,0.0001141022,0.00002911223,0.0004076639,0.0002686269,0.001458601,0.00005104128,0.0002762286,0.00001370397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001135694,"about_ca_system_score_gemma":0.0001711282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001683033,"about_ca_topic_score_gemma":0.0007196734,"domain_scores_codex":[0.9986218,0.00001312841,0.0002375396,0.0003762503,0.0004996449,0.0002515931],"domain_scores_gemma":[0.9987949,0.0003254325,0.00003369768,0.00009249545,0.0007318344,0.00002167217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0008916943,0.001209987,0.1292907,0.0005262114,0.0004462191,0.0002838134,0.001338359,0.01295194,0.0144065,0.7444069,0.002627795,0.09161986],"study_design_scores_gemma":[0.01239482,0.0003407898,0.1774247,0.002993891,0.00008915061,0.0008089607,0.008918754,0.3799687,0.005910876,0.06260704,0.3462218,0.00232048],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8396814,0.0002647137,0.1306019,0.003616544,0.0003383115,0.0005644626,0.0000593428,0.00004278679,0.02483051],"genre_scores_gemma":[0.993196,0.00007034839,0.003762508,0.0001539557,0.0001350087,0.0001481446,0.00005376419,0.00002162602,0.002458656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6817999,"threshold_uncertainty_score":0.7086348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07418224289282221,"score_gpt":0.3391313829005095,"score_spread":0.2649491400076873,"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."}}