{"id":"W4383618782","doi":"10.5194/amt-2023-99-rc1","title":"Comment on amt-2023-99","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":"Environment and Climate Change Canada","funders":"National Oceanic and Atmospheric Administration; Commonwealth Scientific and Industrial Research Organisation","keywords":"Arctic; Observatory; Atmospheric research; Greenhouse gas; Environmental science; Meteorology; Physics; Atmospheric sciences; Astrophysics; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002982221,0.001005583,0.001306303,0.001315064,0.004357172,0.006263096,0.003555329,0.03953637,0.1548988],"category_scores_gemma":[0.017366,0.0006001547,0.002220079,0.001920391,0.00224094,0.002826656,0.002188011,0.02094998,0.172837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005196206,"about_ca_system_score_gemma":0.004379273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02952823,"about_ca_topic_score_gemma":0.03287363,"domain_scores_codex":[0.9973915,0.0002243227,0.0002460163,0.0003053857,0.001291592,0.0005412123],"domain_scores_gemma":[0.9952944,0.001261587,0.000265758,0.0004400554,0.001958311,0.0007799279],"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":[0.0000319358,0.00001406741,0.00007202942,0.00003340068,0.000002284757,0.0001013033,0.00001586438,0.000009899206,0.0000665133,0.0005705408,0.9967296,0.002352541],"study_design_scores_gemma":[0.00002417047,0.00001654297,0.0007224613,0.0001058659,0.000004551019,0.0000350782,0.00005270855,0.00004971506,0.00008925392,0.0006254281,0.9982602,0.0000141195],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007705666,0.001307456,0.0005111265,0.4281492,0.35885,0.0005678422,0.005888612,0.002226466,0.2017288],"genre_scores_gemma":[0.002749795,0.0006061232,0.0003598211,0.6208751,0.0454606,0.0005787596,0.001417538,0.0004575282,0.3274947],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1548988,"threshold_uncertainty_score":0.518188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02010650765641817,"score_gpt":0.2562321834919598,"score_spread":0.2361256758355416,"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."}}