{"id":"W6963425811","doi":"10.21949/1530720","title":"Air Travel Consumer Report: March 2019","year":2024,"lang":"en","type":"report","venue":"ROSA P","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aviation; Air travel; Service (business); Product (mathematics); Quarter (Canadian coin); Customer service; Service quality; Enforcement","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":[0.00167729,0.0003185545,0.0006037141,0.0002818358,0.0001513642,0.00004467341,0.0003915657,0.000919349,0.0111912],"category_scores_gemma":[0.000280748,0.0002564065,0.00021806,0.0002538852,0.0004060885,0.00005747925,0.00004743595,0.001524725,0.01683055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004508357,"about_ca_system_score_gemma":0.001790972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001498853,"about_ca_topic_score_gemma":0.004609344,"domain_scores_codex":[0.9970248,0.0001644142,0.0005174108,0.0007582601,0.0008129009,0.0007222656],"domain_scores_gemma":[0.9984837,0.0003926717,0.0001521793,0.000574182,0.0001881227,0.0002091639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000135651,0.000006883396,0.7243719,0.0002273145,0.0001162889,0.008136518,0.00001868593,0.000006324834,6.281742e-7,0.0000212494,0.2657409,0.001339777],"study_design_scores_gemma":[0.00008696885,0.00005391999,0.4039631,0.00009172983,0.00009321378,0.01108429,0.00001947735,0.00004822528,0.00001450072,0.0007935813,0.5834363,0.0003146568],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03824675,0.05292408,0.0000120924,0.003594148,0.009376064,0.0006106368,0.002362491,0.0001834647,0.8926903],"genre_scores_gemma":[0.614702,0.006547621,0.0001893377,0.0002282796,0.0008497176,0.00001079174,0.01175139,0.00002716313,0.3656937],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5764552,"threshold_uncertainty_score":0.9999888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04104253556562486,"score_gpt":0.3066844675672896,"score_spread":0.2656419320016647,"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."}}