{"id":"W4327625899","doi":"10.5194/egusphere-2023-132-rc1","title":"Comment on egusphere-2023-132","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":"Natural Environment Research Council; National Oceanic and Atmospheric Administration","keywords":"Latitude; Atmospheric sciences; Environmental science; Climatology; Geography; Physics; Geology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001329721,0.0008074724,0.0008069347,0.001123209,0.002112392,0.003846819,0.001625,0.01171661,0.5359625],"category_scores_gemma":[0.008410237,0.0004122275,0.001272266,0.001282266,0.0009041016,0.00268346,0.00206524,0.006156629,0.3351516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002270736,"about_ca_system_score_gemma":0.002290844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02711917,"about_ca_topic_score_gemma":0.03542857,"domain_scores_codex":[0.9990249,0.00007579115,0.00007352134,0.00009923928,0.000499,0.0002275936],"domain_scores_gemma":[0.9967068,0.0006192302,0.000138226,0.0003314159,0.001675449,0.0005289898],"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":[0.00002263115,0.000008978943,0.00006381867,0.00003462746,0.000001262269,0.00003746264,0.000005391167,0.000007538018,0.00004883367,0.0003128234,0.9961185,0.003338307],"study_design_scores_gemma":[0.00002231712,0.000008807162,0.0005097717,0.00006367166,0.00000172929,0.00001271177,0.00002994525,0.00002051781,0.00009341579,0.0002834358,0.9989457,0.0000081498],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009527297,0.001259411,0.0007849724,0.1968811,0.2836004,0.0009207471,0.02791156,0.005767619,0.4819213],"genre_scores_gemma":[0.00406187,0.0007761376,0.0005085084,0.179704,0.02780274,0.0004248589,0.0063994,0.00157604,0.7787465],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5359625,"threshold_uncertainty_score":0.6618931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01913622620091086,"score_gpt":0.2535675967960356,"score_spread":0.2344313705951248,"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."}}