{"id":"W6963942355","doi":"10.21949/1530515","title":"Air Travel Consumer Report: September 2021","year":2024,"lang":"en","type":"report","venue":"ROSA P","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Air travel; Aviation; Quarter (Canadian coin); Product (mathematics); Service (business); Customer service; Quality (philosophy); Service quality","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":[0.002032979,0.0009037267,0.001347305,0.0004520871,0.00008043393,0.0001541507,0.000349967,0.001125252,0.009358067],"category_scores_gemma":[0.0006274038,0.0008530553,0.0008624581,0.0006896427,0.0002032412,0.0001102693,0.0002977233,0.001682741,0.1813924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001200334,"about_ca_system_score_gemma":0.0049533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002993108,"about_ca_topic_score_gemma":0.0002264313,"domain_scores_codex":[0.9934629,0.0001122815,0.001449084,0.001640853,0.002510132,0.0008247617],"domain_scores_gemma":[0.9958944,0.000101463,0.0008748524,0.001977142,0.0008191467,0.0003330302],"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":[0.000007389559,0.00007112644,0.000342619,0.0005879022,0.0007875022,0.03682446,0.00004843518,0.000003025119,0.0007237719,0.0000666172,0.9593142,0.001223001],"study_design_scores_gemma":[0.0001767948,0.0000141861,0.0008227759,0.000850693,0.0009960613,0.01447471,0.00002837004,0.00000838681,0.001101138,0.0002177232,0.9803624,0.0009467157],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001111162,0.01784558,0.00001737059,0.0001374877,0.009440642,0.0006985935,0.00605508,0.0005628463,0.9641312],"genre_scores_gemma":[0.01472509,0.0005142057,0.0002590842,0.0000635543,0.002819941,0.000197167,0.00649173,0.001240872,0.9736884],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1720343,"threshold_uncertainty_score":0.999392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04184405777769115,"score_gpt":0.3333932284750104,"score_spread":0.2915491706973192,"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."}}