{"id":"W4320181670","doi":"10.5194/tc-2022-250-rc2","title":"Comment on tc-2022-250","year":2023,"lang":"en","type":"peer-review","venue":"","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Universitetet i Bergen; Institut Polaire Français Paul Emile Victor; Beijing Normal University; Chinese Academy of Sciences; European Commission; Trond Mohn stiftelse; Office of Polar Programs; National Institute of Polar Research; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Villum Fonden; National Science Foundation","keywords":"Chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001262589,0.0008070524,0.0009917757,0.001330455,0.002780441,0.003691494,0.002412447,0.01642668,0.4395132],"category_scores_gemma":[0.009970937,0.0004671772,0.001092428,0.001387576,0.001200887,0.001922749,0.001583035,0.007140774,0.3506016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003277523,"about_ca_system_score_gemma":0.00256151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03330553,"about_ca_topic_score_gemma":0.03679613,"domain_scores_codex":[0.9987301,0.00007618659,0.0001018298,0.0001299249,0.0007154772,0.0002465234],"domain_scores_gemma":[0.9959788,0.0008681808,0.0001482108,0.0003830106,0.002053512,0.0005681695],"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":[0.00002400001,0.00001236752,0.00004080655,0.00002914389,0.000001329577,0.0000662865,0.000007896359,0.000008906779,0.00007694907,0.0003727647,0.9959604,0.003399142],"study_design_scores_gemma":[0.00002191547,0.00001212924,0.0004307528,0.00007512735,0.000001964862,0.00002297817,0.00003164846,0.00003997883,0.0001076259,0.0003197826,0.9989274,0.000008732758],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.0008083476,0.001016395,0.000783539,0.1399911,0.2886629,0.001016376,0.01129683,0.004206066,0.5522184],"genre_scores_gemma":[0.002961477,0.0004969192,0.0003414478,0.1375834,0.03005204,0.0004081201,0.002797983,0.0008078735,0.8245507],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.4395132,"threshold_uncertainty_score":0.7994664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07498955808722173,"score_gpt":0.2863964495546364,"score_spread":0.2114068914674147,"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."}}