{"id":"W7063034177","doi":"","title":"Why Do Airlines Overbook Flights?","year":2017,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Scientific Measurement and Uncertainty Evaluation","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aviation; Air travel; Publishing; Protocol (science)","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003158509,0.0003874589,0.0006086896,0.0002814225,0.0002378617,0.0006392769,0.001547591,0.0004304445,0.706286],"category_scores_gemma":[0.003043937,0.0002981889,0.0003107301,0.00001649818,0.0002762886,8.580666e-7,0.0001727154,0.0002164306,0.0457756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005712572,"about_ca_system_score_gemma":0.00008927744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002550244,"about_ca_topic_score_gemma":0.004300882,"domain_scores_codex":[0.9944993,0.0002104788,0.001105183,0.0004796446,0.003359538,0.0003458556],"domain_scores_gemma":[0.9950464,0.0003516628,0.00205584,0.001468642,0.0009114054,0.0001660873],"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":[0.00004815416,0.00002570692,0.000006567303,0.00005412492,0.00003719233,0.000004596199,0.00009861102,0.0001572531,5.262553e-7,0.00004176011,0.9898014,0.009724093],"study_design_scores_gemma":[0.0005144147,0.00006343846,0.00001018435,0.0002671468,0.00004949229,0.00001165189,0.00007921924,0.0001170453,0.00001375777,0.0002852997,0.9982491,0.0003392721],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000008243441,0.0004980039,0.000006521786,0.0005383825,0.001924062,0.0005506514,0.0001027561,0.000117672,0.9962537],"genre_scores_gemma":[0.0001912012,0.00009152632,0.0006302319,0.0005385558,0.0004157336,0.00001434766,0.00009121843,0.00006798009,0.9979592],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6605104,"threshold_uncertainty_score":0.999947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04983407268724793,"score_gpt":0.2854530831064791,"score_spread":0.2356190104192312,"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."}}