{"id":"W2460255110","doi":"10.1016/j.rtbm.2016.06.002","title":"Revisiting the airline business model spectrum: The influence of post global financial crisis and airline mergers in the US (2011−2013)","year":2016,"lang":"en","type":"article","venue":"Research in Transportation Business & Management","topic":"Aviation Industry Analysis and Trends","field":"Economics, Econometrics and Finance","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Air Canada","funders":"","keywords":"Revenue; Low-cost carrier; Business model; Financial crisis; Business; Divergence (linguistics); Convergence (economics); Air transport; Full service; Service (business); Marketing; Finance; Telecommunications; Industrial organization; Economics; Computer science; Commerce; Engineering; Aeronautics; Economic growth","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003686765,0.0001385041,0.0002563486,0.0003102915,0.000188887,0.00005835138,0.0004583448,0.00006603597,0.00006158571],"category_scores_gemma":[0.00007965043,0.00007845646,0.00005442279,0.002261531,0.0001762373,0.0003826929,0.00003036718,0.0001872084,0.00001543728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009053259,"about_ca_system_score_gemma":0.00003793844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003376993,"about_ca_topic_score_gemma":0.002410583,"domain_scores_codex":[0.9981183,0.00007831265,0.0008443504,0.0003597035,0.000246682,0.000352639],"domain_scores_gemma":[0.9988992,0.0001386135,0.0002807189,0.0004036459,0.0002475545,0.00003025605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000185221,0.0001926027,0.3859978,0.0002942671,0.00008426943,0.00004382754,0.0008991966,0.2721896,0.00001145132,0.3248259,0.0004499258,0.01482588],"study_design_scores_gemma":[0.0005052392,0.000006102606,0.9845781,0.0000968325,0.00001457903,4.400394e-7,0.0003439308,0.001404278,0.000002583125,0.01205304,0.0008948256,0.0001000435],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9198528,0.0005303448,0.003613053,0.07504891,0.00003807652,0.0003581528,0.0001345192,0.000006893096,0.0004172705],"genre_scores_gemma":[0.9969794,0.002542963,0.00007183701,0.0001798093,0.00006638557,0.00006527844,0.00002875416,0.000008852457,0.00005675487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5985802,"threshold_uncertainty_score":0.5105026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04449629201374638,"score_gpt":0.2911683735203432,"score_spread":0.2466720815065968,"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."}}