{"id":"W4388759624","doi":"10.5194/egusphere-2023-2219-rc1","title":"Comment on egusphere-2023-2219","year":2023,"lang":"en","type":"peer-review","venue":"","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Space Agency","keywords":"Radiance; Troposphere; Environmental science; Atmospheric sciences; Trace gas; Satellite; Atmosphere (unit); Meteorology; Climatology; Remote sensing; Geography; Geology; Physics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001261379,0.0008423521,0.0007630181,0.001043515,0.002692358,0.002960363,0.001951004,0.01572053,0.4065642],"category_scores_gemma":[0.006968203,0.0004127285,0.001161815,0.00116897,0.001102385,0.002160247,0.001901723,0.007937972,0.2928048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002244114,"about_ca_system_score_gemma":0.001955915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02049892,"about_ca_topic_score_gemma":0.02884862,"domain_scores_codex":[0.9989533,0.00007577706,0.00008079931,0.0001193877,0.0005446424,0.0002258894],"domain_scores_gemma":[0.9976333,0.0004742442,0.00009392206,0.0002251108,0.001108757,0.0004646064],"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":[0.00001913367,0.000009719162,0.00004937728,0.00002037551,9.440059e-7,0.00006005224,0.000006033499,0.000005804966,0.0000506246,0.0003391792,0.9963696,0.003069133],"study_design_scores_gemma":[0.00001597311,0.000009514247,0.0003749641,0.00004692971,0.000001305386,0.00001774787,0.00002976339,0.00001837517,0.00007238006,0.0002807029,0.9991261,0.000006149741],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.000787412,0.001010239,0.0005950941,0.2517151,0.2884281,0.000629971,0.006815279,0.003040042,0.4469787],"genre_scores_gemma":[0.002712789,0.0005110591,0.0002718413,0.2550245,0.02955399,0.0002759419,0.001836027,0.0006629478,0.7091509],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.4065642,"threshold_uncertainty_score":0.8464642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01865317645119315,"score_gpt":0.2537364259220756,"score_spread":0.2350832494708825,"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."}}