{"id":"W4284971396","doi":"10.5194/egusphere-2022-530-rc2","title":"Comment on egusphere-2022-530","year":2022,"lang":"en","type":"peer-review","venue":"","topic":"Climate variability and models","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Bundesministerium für Bildung und Forschung; Volkswagen Foundation; Deutsche Forschungsgemeinschaft","keywords":"Troposphere; Environmental science; Climatology; Water vapor; Geopotential height; Precipitation; Atmospheric sciences; Meteorology; Geology; Geography","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":[0.001288653,0.0007696229,0.0007687404,0.00126071,0.002051403,0.003257714,0.001672304,0.01271381,0.3634052],"category_scores_gemma":[0.0101245,0.0003675782,0.00106814,0.00131853,0.0009800008,0.002284168,0.001938949,0.006606528,0.2276655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002148377,"about_ca_system_score_gemma":0.002001764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02393757,"about_ca_topic_score_gemma":0.02777113,"domain_scores_codex":[0.9989188,0.00008626127,0.0000903258,0.0001196475,0.0005725095,0.0002124648],"domain_scores_gemma":[0.9966701,0.0008341291,0.0001802823,0.000319116,0.00151307,0.0004834433],"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":[0.00002061716,0.000006780403,0.00006437332,0.00002763394,0.000001171818,0.00005116192,0.000006692289,0.000007436865,0.00004183886,0.0003473572,0.9969891,0.00243597],"study_design_scores_gemma":[0.0000175938,0.000008858875,0.0004935583,0.00007691643,0.000001806396,0.00001765872,0.00003465133,0.00002662395,0.00008610691,0.0002958448,0.9989322,0.00000814266],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.0009185603,0.001302019,0.0008103049,0.2851109,0.3742988,0.0006974749,0.02115839,0.004397511,0.311306],"genre_scores_gemma":[0.005295292,0.001147853,0.0005397948,0.3074304,0.05741953,0.0004644353,0.005732077,0.00138266,0.620588],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.3634052,"threshold_uncertainty_score":0.9080252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04421058097898774,"score_gpt":0.292709804021922,"score_spread":0.2484992230429342,"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."}}