{"id":"W6944691849","doi":"10.21949/1531305","title":"Air Travel Consumer Report: July 2011","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; Service (business); Quarter (Canadian coin); Customer service; Homeland; Tourism","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":[0.001890407,0.0008193986,0.001209746,0.0005152033,0.00007838741,0.0001112485,0.0004102712,0.001019723,0.001980771],"category_scores_gemma":[0.0005820803,0.000767678,0.0006893233,0.00033795,0.0002107924,0.0001018613,0.0002409964,0.001633464,0.2470558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000968335,"about_ca_system_score_gemma":0.005224587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007048512,"about_ca_topic_score_gemma":0.0001194988,"domain_scores_codex":[0.9940895,0.00007360573,0.001372356,0.0014547,0.002236896,0.0007728845],"domain_scores_gemma":[0.9961123,0.00007958501,0.0009293953,0.001861447,0.0007045708,0.0003127223],"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":[0.00001004337,0.00006099851,0.0001484261,0.000596935,0.0005390789,0.02643611,0.00005898956,9.034676e-7,0.0006064074,0.00007609475,0.9705036,0.0009624399],"study_design_scores_gemma":[0.0001436238,0.00002152452,0.001392372,0.0005212985,0.0008832987,0.01417546,0.00001130782,0.000003085408,0.001055878,0.0003380034,0.9806022,0.0008519369],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006101737,0.02902361,0.0000232004,0.0002092552,0.01245946,0.0008840334,0.01052549,0.001423579,0.9448412],"genre_scores_gemma":[0.02163491,0.001152995,0.0003413448,0.00009667605,0.002659547,0.0002173835,0.00631422,0.001580305,0.9660026],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.245075,"threshold_uncertainty_score":0.9994774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05365634975450574,"score_gpt":0.3278906526061581,"score_spread":0.2742343028516524,"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."}}