{"id":"W4391428200","doi":"10.5194/amt-2023-264-rc1","title":"Comment on amt-2023-264","year":2024,"lang":"en","type":"peer-review","venue":"","topic":"Image and Video Quality Assessment","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"National Oceanic and Atmospheric Administration; Netherlands Space Office; Langley Research Center; National Aeronautics and Space Administration; European Space Agency; Belgian Federal Science Policy Office","keywords":"Computer science; Environmental science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"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":[0.000899076,0.0004066196,0.0006010147,0.0001590267,0.00007756363,0.0004902254,0.001804309,0.0001564801,0.0009910266],"category_scores_gemma":[0.00003744221,0.000308006,0.0003247979,0.0003914533,0.00002524406,0.0001392743,0.001029681,0.0007207392,0.007691831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000207921,"about_ca_system_score_gemma":0.0002727268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003138109,"about_ca_topic_score_gemma":0.00004245274,"domain_scores_codex":[0.9970515,0.0001786461,0.0005191728,0.0008663597,0.0009828375,0.0004014845],"domain_scores_gemma":[0.9977837,0.0001897981,0.0001252389,0.001646221,0.0001235501,0.0001314507],"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":[4.101552e-7,0.00006735425,3.686857e-8,0.001889206,0.00004911304,0.00006450929,0.00002566974,4.213655e-7,2.217e-7,0.06656247,0.8994837,0.03185685],"study_design_scores_gemma":[0.00007307776,0.0001320339,8.933021e-7,0.004055583,0.00005530928,0.000007944544,0.000003941981,0.0005151817,0.00003762736,0.002584873,0.9921494,0.0003841451],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[2.251521e-8,0.01822381,0.05867455,0.7467412,0.007235957,0.0004227643,0.00005878251,0.0002949315,0.168348],"genre_scores_gemma":[0.00000302719,0.002600683,0.006054169,0.3570111,0.0003975887,0.00008575604,0.0001729342,0.00002065975,0.6336541],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.4653061,"threshold_uncertainty_score":0.9999372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08235011851287255,"score_gpt":0.3950663298932447,"score_spread":0.3127162113803722,"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."}}