{"id":"W6944923013","doi":"10.21949/1530494","title":"Air Travel Consumer Report: May 2023","year":2024,"lang":"en","type":"report","venue":"ROSA P","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aviation; Quarter (Canadian coin); Product (mathematics); Service (business); Air quality index; Air travel","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006553421,0.000690377,0.0002587156,0.001349095,0.001631089,0.002574519,0.0006379277,0.001585477,0.2806407],"category_scores_gemma":[0.001754315,0.0002498399,0.0003552298,0.001345206,0.0001774307,0.0008837538,0.0005685688,0.001350775,0.2931893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00166295,"about_ca_system_score_gemma":0.003544482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05200616,"about_ca_topic_score_gemma":0.06919684,"domain_scores_codex":[0.9990786,0.00003572125,0.00003322126,0.00006465612,0.0006969502,0.00009073717],"domain_scores_gemma":[0.9985678,0.00006169306,0.00004715977,0.00005929897,0.001114278,0.0001496659],"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":[0.00001815252,0.00001382016,0.0002128625,0.00001778944,7.840391e-7,0.00001512852,0.00001045437,0.000008458712,0.0000550416,0.0001397735,0.993148,0.006359717],"study_design_scores_gemma":[0.000005595566,0.00001714199,0.002465486,0.0000352573,0.000002059004,0.00002135763,0.000065594,0.00002659778,0.0001207484,0.00005359557,0.9971825,0.000004180463],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002227726,0.001353495,0.0004197685,0.006088472,0.00487278,0.0004351961,0.06586237,0.001209016,0.9175312],"genre_scores_gemma":[0.003250572,0.000906698,0.0002661133,0.001210891,0.0003686772,0.0001700491,0.02206171,0.0002035479,0.9715617],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2806407,"threshold_uncertainty_score":0.9388365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05269086406919485,"score_gpt":0.356766332247914,"score_spread":0.3040754681787191,"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."}}