{"id":"W1999655917","doi":"10.1287/opre.1110.1023","title":"Cargo Capacity Management with Allotments and Spot Market Demand","year":2012,"lang":"en","type":"article","venue":"Operations Research","topic":"Supply Chain and Inventory Management","field":"Business, Management and Accounting","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Allotment; Spot market; Profit (economics); Spot contract; Operations research; Computer science; Monotonic function; Mathematical optimization; Microeconomics; Economics; Mathematics; Finance","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001256267,0.001160109,0.00116381,0.0005341315,0.0005976141,0.001838025,0.001442799,0.001856374,0.003844085],"category_scores_gemma":[0.004989889,0.000829241,0.0006488715,0.001001874,0.001026704,0.002853132,0.0008924319,0.001226742,0.0002718481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00189781,"about_ca_system_score_gemma":0.001377804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01220337,"about_ca_topic_score_gemma":0.006619458,"domain_scores_codex":[0.9991991,0.0003334566,0.00002504633,0.0001446857,0.0001427678,0.0001549477],"domain_scores_gemma":[0.9983042,0.001156737,0.0001904395,0.00007693225,0.0001342842,0.0001374328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003727976,0.00001499641,0.0001836604,0.00001611181,0.000007714918,0.00005652691,0.00001981728,0.9943328,0.0002804742,0.003095021,0.0001516104,0.001804111],"study_design_scores_gemma":[0.000004905236,0.00001836026,0.00008391879,0.000001987599,0.000002577346,0.00001026034,0.00001452444,0.9972031,0.0001612934,0.002364841,0.0001298264,0.000004414328],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4133288,0.0005934291,0.5726274,0.0008508585,0.00006986544,0.0001606333,0.0004199519,0.0003440856,0.01160498],"genre_scores_gemma":[0.9656393,0.0002062932,0.02984579,0.00004801515,0.00002949401,0.00008671144,0.0001759649,0.0000653019,0.003903182],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01220337,"threshold_uncertainty_score":0.02426469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07978966545282967,"score_gpt":0.3034165120761624,"score_spread":0.2236268466233327,"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."}}