{"id":"W6907195601","doi":"10.21949/1530723","title":"Air Travel Consumer Report: September 2018","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; Air travel; Product (mathematics); Quarter (Canadian coin); 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":[0.001859062,0.000901308,0.001287411,0.0004561582,0.00008418428,0.0001358556,0.0003691626,0.001144797,0.004524154],"category_scores_gemma":[0.0005028255,0.0008342209,0.0008001956,0.0005595717,0.0002590031,0.0001174642,0.0002817529,0.001503158,0.1941505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001339242,"about_ca_system_score_gemma":0.004539345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003862313,"about_ca_topic_score_gemma":0.0002441891,"domain_scores_codex":[0.9936439,0.00008756567,0.001436809,0.001563448,0.002436103,0.0008322194],"domain_scores_gemma":[0.9960006,0.00008971053,0.0009245737,0.001989133,0.000666211,0.0003297973],"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":[0.000008307636,0.00006103326,0.0003201216,0.0006676199,0.0007299337,0.02140788,0.00004804967,0.000001898302,0.000623759,0.00004743144,0.9755301,0.0005538503],"study_design_scores_gemma":[0.0001603102,0.00001862449,0.00121081,0.0007598938,0.0009687504,0.01577483,0.00001886896,0.000007055535,0.0009377713,0.0002194972,0.978985,0.0009385932],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00108745,0.01466001,0.0000186116,0.0001188474,0.01141865,0.0007462355,0.006535423,0.001137662,0.9642771],"genre_scores_gemma":[0.01611363,0.0003717235,0.0002754895,0.00009303141,0.002556359,0.000185047,0.005253706,0.001375404,0.9737756],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1896264,"threshold_uncertainty_score":0.9994109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05175124300639367,"score_gpt":0.337842523244929,"score_spread":0.2860912802385354,"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."}}