{"id":"W4308075787","doi":"10.5194/essd-2022-159-ac4","title":"Reply on RC5","year":2022,"lang":"en","type":"peer-review","venue":"","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Marine Fisheries Service; Office of Polar Programs; Institut national des sciences de l'Univers; Natural Environment Research Council; University of California, San Diego; California Department of Fish and Wildlife; Goddard Space Flight Center; Deutsche Forschungsgemeinschaft; National Oceanic and Atmospheric Administration; Centre National de la Recherche Scientifique; Bundesministerium für Bildung und Forschung; Sorbonne Université; Fisheries and Oceans Canada; European Commission; National Science Foundation; European Space Agency; National Aeronautics and Space Administration; Centre National d’Etudes Spatiales; Commonwealth Scientific and Industrial Research Organisation","keywords":"Remote sensing; Metadata; SeaWiFS; Computer science; Environmental science; Attenuation; Geography; Optics; Physics; Phytoplankton; Chemistry; World Wide Web","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.003849743,0.0009922865,0.001005887,0.001354813,0.003061338,0.005862445,0.003427691,0.02391837,0.1767948],"category_scores_gemma":[0.03283633,0.0006050447,0.001646053,0.001118426,0.002602941,0.004880632,0.003475439,0.02086233,0.1533124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003887012,"about_ca_system_score_gemma":0.004368969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008764374,"about_ca_topic_score_gemma":0.009531553,"domain_scores_codex":[0.9965431,0.0005717092,0.0003086164,0.0007086413,0.001294799,0.0005730745],"domain_scores_gemma":[0.9913805,0.002370575,0.0002929974,0.0008282582,0.003885427,0.001242168],"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":[0.00000654118,0.000002656045,0.00002070362,0.00001468752,0.000001335484,0.00002413342,0.0000120358,0.00000352185,0.00001917733,0.0005138029,0.9972231,0.002158274],"study_design_scores_gemma":[0.000005473966,0.000004637957,0.0001092006,0.00005168676,0.0000017332,0.00002497879,0.00004734647,0.00000877011,0.00004230011,0.0004697246,0.9992279,0.000006303874],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001988631,0.002060694,0.000309296,0.7027612,0.2508588,0.00009976425,0.001139322,0.0004456037,0.04212636],"genre_scores_gemma":[0.001841497,0.001088905,0.0003130881,0.7837034,0.05546642,0.0001795885,0.0004213363,0.0002959669,0.1566897],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1767948,"threshold_uncertainty_score":0.5914375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0259789487362555,"score_gpt":0.2377532907319065,"score_spread":0.211774341995651,"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."}}