{"id":"W2109736244","doi":"10.15353/rea.v2i3.1372","title":"On-line Booking and Revenue Management: Evidence from a Low-Cost Airline","year":2010,"lang":"en","type":"article","venue":"Review of Economic Analysis","topic":"Aviation Industry Analysis and Trends","field":"Economics, Econometrics and Finance","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Leverhulme Trust","keywords":"Revenue management; Revenue; Line (geometry); Business; Advertising; Finance","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008465658,0.0001656598,0.0009716685,0.0003959883,0.00006643907,0.00003459437,0.0002474135,0.00008002145,0.004387337],"category_scores_gemma":[0.0001233747,0.0001780784,0.0004358409,0.0004498698,0.00005388241,0.0001941287,0.00006787425,0.000193029,0.0003843719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004464786,"about_ca_system_score_gemma":0.000009326985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003312721,"about_ca_topic_score_gemma":0.0001965739,"domain_scores_codex":[0.9982039,0.00002091718,0.001084146,0.0005041042,0.00003366407,0.0001532162],"domain_scores_gemma":[0.9981447,0.0001418918,0.0009606559,0.0006451574,0.00002230168,0.00008523436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004643748,0.0003462755,0.4937477,0.003316683,0.01417317,0.00001950817,0.0001917047,0.007445857,0.00001686681,0.3862704,0.007067711,0.0873577],"study_design_scores_gemma":[0.003836856,0.0002654122,0.3073513,0.01989323,0.01984158,0.000009692704,0.0001408983,0.2690268,0.0003821693,0.09111482,0.2839326,0.00420468],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7114636,0.2178821,0.02232726,0.007632339,0.0008824139,0.001186465,0.00356808,0.00007530474,0.03498236],"genre_scores_gemma":[0.9328683,0.06462972,0.0006132631,0.0005085992,0.0001124,0.00002789073,0.0001110575,0.00001313572,0.001115643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2951556,"threshold_uncertainty_score":0.9965228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04532405544137727,"score_gpt":0.2898491450638712,"score_spread":0.2445250896224939,"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."}}