{"id":"W6945090723","doi":"10.21949/1530493","title":"Air Travel Consumer Report: June 2023","year":2024,"lang":"en","type":"report","venue":"ROSA P","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aviation; Quarter (Canadian coin); Product (mathematics); Service (business); Air travel; Customer service","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":[0.002062397,0.0008167461,0.00128825,0.0005644239,0.00008144465,0.0001252077,0.0003950875,0.001019333,0.001961447],"category_scores_gemma":[0.0009952607,0.0007773655,0.0006957438,0.0008412673,0.000213485,0.00008880597,0.000282783,0.001618172,0.1151536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001084763,"about_ca_system_score_gemma":0.004790512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006687694,"about_ca_topic_score_gemma":0.0004319291,"domain_scores_codex":[0.9937749,0.00007410747,0.001424791,0.001490901,0.002433739,0.0008015564],"domain_scores_gemma":[0.9962415,0.00007305033,0.0008961608,0.001826505,0.0006572485,0.0003055896],"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":[0.000006598118,0.00005581007,0.00008511388,0.0006701999,0.0005933864,0.03483248,0.00003761246,0.000002597933,0.0009117204,0.00009285202,0.9620258,0.0006858926],"study_design_scores_gemma":[0.0001546541,0.00001450498,0.0009287859,0.0007697801,0.0008383783,0.01248136,0.00002663104,0.000006922389,0.0006850183,0.0002849012,0.9829622,0.0008468489],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008108853,0.03062027,0.00001833,0.0006273609,0.0280972,0.001072455,0.01323859,0.001518572,0.9239963],"genre_scores_gemma":[0.007758114,0.0006978943,0.00016832,0.00005738486,0.00218855,0.0001709273,0.005162622,0.001067187,0.982729],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1131921,"threshold_uncertainty_score":0.9994677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04805551330753481,"score_gpt":0.3332069764348356,"score_spread":0.2851514631273008,"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."}}