{"id":"W598689796","doi":"","title":"Controlling Costs and Capacity","year":2006,"lang":"en","type":"article","venue":"Air transport world","topic":"Aviation Industry Analysis and Trends","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Revenue; Earnings before interest and taxes; Profit (economics); Capacity utilization; Business; Finance; Net profit; Low-cost carrier; Net income; Quarter (Canadian coin); Operating expense; Industrial organization; Economics; Microeconomics; Marketing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001770544,0.00009593817,0.0002602949,0.0001599082,0.00009544523,0.00001454659,0.00005628536,0.0000502195,0.0004540732],"category_scores_gemma":[0.000002428489,0.0001089993,0.00008618531,0.0002632904,0.00004228672,0.0001314607,0.000002677457,0.0001130218,0.0000722721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002968222,"about_ca_system_score_gemma":0.000003613076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001317149,"about_ca_topic_score_gemma":0.001802314,"domain_scores_codex":[0.9991798,0.000003666964,0.0003976791,0.0002357072,0.00002460134,0.000158484],"domain_scores_gemma":[0.9996586,0.00001877766,0.0001354318,0.0001264242,0.00001366957,0.00004703462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000004030878,0.00003065254,0.740496,0.000003520521,0.00002622371,0.000003158786,0.00001900194,0.0002808782,0.000003728481,0.25866,0.0002683216,0.000204429],"study_design_scores_gemma":[0.0006174344,0.000008869638,0.8952264,0.000008044529,0.00001932238,0.000001201975,0.000008068752,0.000636614,0.00006715135,0.01129488,0.0919302,0.0001818379],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8203313,0.001046226,0.006326782,0.001693975,0.0001472354,0.0000893412,0.0001858103,0.00006357334,0.1701158],"genre_scores_gemma":[0.9931927,0.00001525891,0.0002143961,0.0002105392,0.0001116305,0.000008275665,0.00004758628,0.000009610736,0.006190038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2473651,"threshold_uncertainty_score":0.4971783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02197102799117795,"score_gpt":0.1920635848875905,"score_spread":0.1700925568964125,"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."}}