{"id":"W4291124229","doi":"10.1016/j.jairtraman.2022.102282","title":"Recovery of Chinese low-cost carriers after the outbreak of COVID-19 pandemic","year":2022,"lang":"en","type":"article","venue":"Journal of Air Transport Management","topic":"Infrastructure Resilience and Vulnerability Analysis","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Resilience (materials science); Subsidy; Low-cost carrier; China; Business; Government (linguistics); Tourism; Coronavirus disease 2019 (COVID-19); Pandemic; Industrial organization; Geography; Marketing; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005170669,0.0003408858,0.000233221,0.0006929735,0.00215019,0.0007734277,0.0008300819,0.0008765812,0.003089577],"category_scores_gemma":[0.001283039,0.0001130331,0.0002835647,0.0005892246,0.0007441449,0.0008193167,0.001324445,0.0005599924,0.0002223636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002840176,"about_ca_system_score_gemma":0.005463232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1559949,"about_ca_topic_score_gemma":0.165006,"domain_scores_codex":[0.9997018,0.00002153701,0.000007915417,0.00003023322,0.00005026585,0.0001882992],"domain_scores_gemma":[0.9995128,0.00004156222,0.00009179515,0.00003728016,0.0001697244,0.000146983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001085347,0.0005578353,0.777403,0.0002640717,0.0002027956,0.01610963,0.02696047,0.02753612,0.01652216,0.01447919,0.02985766,0.08902179],"study_design_scores_gemma":[0.00004908997,0.0007279781,0.8492908,0.0001192505,0.0002078377,0.001043826,0.06051235,0.05112813,0.003808807,0.005896772,0.02705541,0.0001598639],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964764,0.00007089239,0.0002508571,0.0007597528,0.00002459752,0.00002193373,0.0001222204,0.000009930311,0.002263401],"genre_scores_gemma":[0.9977286,0.00005352575,0.0000869889,0.000080083,0.000007284026,0.00001070804,0.0001311805,0.000002999851,0.001898636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1559949,"threshold_uncertainty_score":0.3101737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005929063967854367,"score_gpt":0.2268731937190615,"score_spread":0.2209441297512071,"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."}}