{"id":"W6926523228","doi":"10.21949/1530728","title":"Air Travel Consumer Report: December 2018","year":2024,"lang":"en","type":"report","venue":"ROSA P","topic":"Microbial Natural Products and Biosynthesis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aviation; Air travel; Quarter (Canadian coin); Product (mathematics); Service (business); 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":[0.0005706049,0.0004071539,0.0008635855,0.0001707651,0.00004871927,0.00003586223,0.000103662,0.0006857739,0.001742361],"category_scores_gemma":[0.0007200741,0.0002760511,0.0004056707,0.0002176668,0.0001124204,0.00003217893,0.00009513538,0.0008756135,0.001256592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002707612,"about_ca_system_score_gemma":0.001529693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002732725,"about_ca_topic_score_gemma":0.00005640071,"domain_scores_codex":[0.9974161,0.00002020039,0.0006650059,0.0008289109,0.0007050804,0.0003646548],"domain_scores_gemma":[0.9983268,0.00004210542,0.0002448825,0.0007911713,0.0004133054,0.0001817558],"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":[0.00002907066,0.00005174666,0.00004695185,0.001133951,0.0003671806,0.005719081,0.00001676429,2.292359e-8,0.0207825,0.0000158924,0.9607554,0.01108146],"study_design_scores_gemma":[0.0001357602,0.0000426295,0.0004922569,0.001032666,0.0009952144,0.01141357,0.000007065831,6.998058e-7,0.04159072,0.00003403124,0.9439291,0.0003263238],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02926001,0.09618672,0.00001703351,0.02548321,0.02593109,0.002627556,0.001849774,0.0007617704,0.8178828],"genre_scores_gemma":[0.1909502,0.005144365,0.00053106,0.0009098237,0.004977359,0.000005275919,0.001388396,0.0001921138,0.7959014],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1616902,"threshold_uncertainty_score":0.9999692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03485131967220821,"score_gpt":0.307137132107878,"score_spread":0.2722858124356697,"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."}}