{"id":"W2944535965","doi":"","title":"Pondhopping: Changes in Airline Competition and Service Patterns on the North Atlantic","year":2018,"lang":"en","type":"article","venue":"WestminsterResearch (University of Westminster)","topic":"Aviation Industry Analysis and Trends","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Consolidation (business); Alliance; Competition (biology); Business; Deregulation; Economy; International trade; Geography; Market economy; Economics; Finance","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000434491,0.0001226653,0.0002711409,0.000482921,0.0002176882,0.00003653547,0.0003377516,0.00008245995,0.001017423],"category_scores_gemma":[0.0000290151,0.0001266268,0.00004871448,0.0006171648,0.0001930285,0.000191712,0.0001684157,0.0002262956,0.0002730869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005334534,"about_ca_system_score_gemma":0.00001750846,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00248494,"about_ca_topic_score_gemma":0.04074613,"domain_scores_codex":[0.9990365,0.00005533805,0.0002088855,0.0003381437,0.0001015299,0.0002595866],"domain_scores_gemma":[0.9992185,0.00009861988,0.0001970528,0.0003247689,0.00007567641,0.00008536319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005986766,0.0001460505,0.9701343,0.00005189478,0.00005120123,0.00001799803,0.002580479,0.00001209837,0.00001893579,0.02550795,0.0002099289,0.001209295],"study_design_scores_gemma":[0.0007173903,0.0002989188,0.9819546,0.0001032492,0.000008280845,0.000004013423,0.002124975,0.00472134,0.00001524041,0.0003403086,0.009540342,0.0001713879],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9818251,0.00002734275,0.0002279411,0.01246401,0.00005387126,0.0001361902,0.00008859653,0.00001287684,0.005164104],"genre_scores_gemma":[0.9986766,0.00009968098,0.00003172956,0.0004758915,0.00007305109,0.000001067777,0.00005290067,0.000009037541,0.0005800424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03826119,"threshold_uncertainty_score":0.9998958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06998509500789316,"score_gpt":0.2296832474407078,"score_spread":0.1596981524328146,"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."}}