{"id":"W3156132366","doi":"10.17762/turcomat.v12i3.2009","title":"When do we fly again? Managing Airlines in a Pandemic: Challenges and Recommendations","year":2021,"lang":"en","type":"article","venue":"Türk bilgisayar ve matematik eğitimi dergisi","topic":"COVID-19 Pandemic Impacts","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University of Edmonton","funders":"","keywords":"Distrust; Business; Pandemic; Government (linguistics); Sustainability; Aviation; Coronavirus disease 2019 (COVID-19); Customer engagement; Civil aviation; Resilience (materials science); Marketing; Public relations; Political science; Medicine; Social media; Engineering","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":[0.005158226,0.0008667756,0.0009868603,0.002433421,0.001495185,0.007008303,0.002499903,0.005296132,0.01166658],"category_scores_gemma":[0.02806107,0.0002773151,0.0005873319,0.002410789,0.001499661,0.008032557,0.002008885,0.005174828,0.002312181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003489516,"about_ca_system_score_gemma":0.01685346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02900045,"about_ca_topic_score_gemma":0.05899924,"domain_scores_codex":[0.997333,0.001462866,0.0002005443,0.000209625,0.0004298175,0.000364164],"domain_scores_gemma":[0.9710416,0.01576374,0.001735073,0.0004667328,0.007086488,0.00390633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001472719,0.0005871553,0.02040756,0.004379372,0.0001738677,0.0007781544,0.002134985,0.005331517,0.0003241669,0.0495405,0.6522577,0.2639378],"study_design_scores_gemma":[0.0001660252,0.0003552509,0.02366164,0.02700326,0.0002787083,0.0005287698,0.1268778,0.01527839,0.0006941876,0.1978291,0.6069947,0.0003321974],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.005593667,0.02437169,0.001662522,0.957275,0.001841369,0.000105578,0.0006318809,0.00005925313,0.008459155],"genre_scores_gemma":[0.4380631,0.3513813,0.03684753,0.137302,0.01080882,0.001038135,0.001824148,0.00007694466,0.02265787],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02900045,"threshold_uncertainty_score":0.05766332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08605827863351796,"score_gpt":0.2884846349054648,"score_spread":0.2024263562719468,"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."}}