{"id":"W4380079468","doi":"10.4018/ijisscm.324163","title":"Strategic Analyses of Applying an Option-Based Hedging Mechanism in Parallel Airline Alliances","year":2023,"lang":"en","type":"article","venue":"International Journal of Information Systems and Supply Chain Management","topic":"Aviation Industry Analysis and Trends","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"MacEwan University","funders":"MacEwan University; Aston University; Loughborough University; City University of Hong Kong","keywords":"Alliance; Extant taxon; Business; Revenue management; Mechanism (biology); Revenue; Matching (statistics); Industrial organization; Best practice; Supply chain; Computer science; Operations research; Risk analysis (engineering); Marketing; Economics; Finance; Management; Engineering","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":[0.001157392,0.00008894801,0.0002712174,0.001334155,0.00003712439,0.0001468988,0.000209512,0.00004543698,0.00004466345],"category_scores_gemma":[0.00001343639,0.00008665533,0.00008010447,0.0003557239,0.0000151995,0.0008569168,0.00002655579,0.00008273406,0.00001565328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006288572,"about_ca_system_score_gemma":0.00001315429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001361417,"about_ca_topic_score_gemma":0.000006895083,"domain_scores_codex":[0.9983112,0.00002257739,0.001302115,0.00008604598,0.0001765323,0.0001015275],"domain_scores_gemma":[0.998558,0.00002885248,0.001135279,0.00008492258,0.0001492967,0.00004368967],"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":[0.00002838103,0.00004730432,0.01808675,0.000082194,0.0002680797,0.00001390573,0.000416626,0.4793656,0.00001031776,0.4995512,0.00005970309,0.00206991],"study_design_scores_gemma":[0.002037899,0.0001022983,0.0285711,0.0002642585,0.0000238153,0.000009396086,0.009668895,0.9404554,0.00003787301,0.01427262,0.004337852,0.0002186425],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5867804,0.0008206696,0.3988861,0.002076472,0.00173349,0.0005697077,0.0002147101,0.00004561868,0.008872841],"genre_scores_gemma":[0.998512,0.0002804423,0.0008716572,0.00006378652,0.00006942879,0.00001984575,0.00008285983,0.000003947198,0.00009605885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4852785,"threshold_uncertainty_score":0.3533702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07482886075063737,"score_gpt":0.3025811811455151,"score_spread":0.2277523203948777,"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."}}