{"id":"W4388202795","doi":"10.5194/bg-2023-60-ac2","title":"Reply on RC2","year":2023,"lang":"en","type":"peer-review","venue":"","topic":"Clinical Nutrition and Gastroenterology","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Eidgenössische Technische Hochschule Zürich; European Commission; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Hindcast; Biogeochemical cycle; Atmosphere (unit); Atmospheric model; Percentile; Environmental science; Spatial distribution; Physics; Atmospheric sciences; Meteorology; Chemistry; Geography; Mathematics; Statistics; Environmental chemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.002962342,0.001066367,0.001137128,0.001104221,0.00289905,0.004977976,0.003618198,0.02775634,0.1658369],"category_scores_gemma":[0.02941007,0.0006778351,0.001612617,0.001056189,0.002485105,0.003684116,0.002786336,0.0238291,0.142188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003763407,"about_ca_system_score_gemma":0.003633312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006923062,"about_ca_topic_score_gemma":0.007245656,"domain_scores_codex":[0.9970381,0.0005286901,0.0003042153,0.0005471201,0.001127458,0.0004543755],"domain_scores_gemma":[0.992045,0.002257382,0.000308873,0.0007060996,0.003440829,0.001241749],"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":[0.00001008481,0.000004231678,0.00003175418,0.00001548068,0.000001782233,0.00005041172,0.000008368079,0.000005472899,0.00002171626,0.0002699473,0.9976488,0.001932019],"study_design_scores_gemma":[0.00001243061,0.000007696385,0.0001827224,0.00005076655,0.000002782049,0.00004800301,0.00004978217,0.00002545958,0.00006286704,0.0004760075,0.9990721,0.000009348924],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0002218906,0.001300519,0.0002672989,0.6785598,0.282805,0.0001341079,0.0006540396,0.0005388891,0.03551839],"genre_scores_gemma":[0.002289414,0.0008241772,0.0002656585,0.7815163,0.08243492,0.0002324543,0.0002695786,0.0002935787,0.1318739],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1658369,"threshold_uncertainty_score":0.5547795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09264857060490032,"score_gpt":0.4000419128775329,"score_spread":0.3073933422726325,"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."}}