{"id":"W4295066479","doi":"10.5194/essd-2022-159-rc5","title":"Comment on essd-2022-159","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":"Université du Québec à Rimouski","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; Data quality; Geology; Optics; Physics; Engineering; Phytoplankton; Chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.00198127,0.0007054072,0.0007792551,0.00102788,0.001883953,0.003945021,0.002039856,0.01531213,0.2524906],"category_scores_gemma":[0.01234569,0.000388967,0.001227267,0.001060515,0.001141367,0.00215834,0.002025853,0.008103774,0.2405035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002458438,"about_ca_system_score_gemma":0.002533025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0159537,"about_ca_topic_score_gemma":0.01842536,"domain_scores_codex":[0.9983436,0.0001233799,0.0001664037,0.0002153132,0.0008674192,0.0002838992],"domain_scores_gemma":[0.9961078,0.0008247267,0.0001316604,0.0003502642,0.002139943,0.0004456549],"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":[0.00001681137,0.000006211685,0.00004862631,0.0000324754,0.00000113411,0.00004368409,0.000008629845,0.000006569079,0.00004538521,0.0006098655,0.9968304,0.002350155],"study_design_scores_gemma":[0.00001060342,0.000006952881,0.0003127723,0.00006189547,0.000001362324,0.00001484668,0.00002357004,0.0000122658,0.00006596723,0.0003642492,0.9991201,0.000005479021],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.0007594139,0.001552655,0.0007872969,0.2810923,0.3379452,0.0004922036,0.01958199,0.00245553,0.3553334],"genre_scores_gemma":[0.002926333,0.0006325046,0.0003776769,0.3170838,0.02760406,0.0003509865,0.004394126,0.0006162273,0.6460143],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.2524906,"threshold_uncertainty_score":0.8446653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02581014058639428,"score_gpt":0.2414948567110043,"score_spread":0.2156847161246101,"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."}}