{"id":"W4251163567","doi":"10.5194/bg-2021-55-rc2","title":"Comment on bg-2021-55","year":2021,"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":"Bedford Institute of Oceanography","funders":"Canadian Space Agency; Goddard Space Flight Center; Fisheries and Oceans Canada; National Aeronautics and Space Administration","keywords":"Span (engineering); Phytoplankton; Environmental science; Meteorology; Atmospheric sciences; Geology; Physics; Biology; Ecology; Nutrient","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.002069267,0.001337609,0.001588337,0.002161523,0.001828669,0.007102684,0.002413352,0.01431164,0.1135954],"category_scores_gemma":[0.01082238,0.0006226962,0.001739906,0.003755305,0.001229672,0.001933155,0.001682049,0.007008513,0.08966237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004805735,"about_ca_system_score_gemma":0.006146073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07696714,"about_ca_topic_score_gemma":0.05770242,"domain_scores_codex":[0.9980715,0.0001144235,0.0001171363,0.0002177046,0.001189386,0.0002897613],"domain_scores_gemma":[0.9953489,0.0007267102,0.0002268208,0.0004498974,0.002820262,0.00042731],"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":[0.0000572015,0.00001266019,0.0001232216,0.00004786882,0.000005622304,0.00003950121,0.000007355574,0.00008967515,0.00008429778,0.0003414906,0.9965177,0.002673539],"study_design_scores_gemma":[0.00009285502,0.00001237202,0.004163599,0.0001178421,0.00001655692,0.00002459015,0.00005485065,0.0003778741,0.0004550669,0.001310596,0.9933356,0.00003825838],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.001973145,0.002588817,0.0009728399,0.3104598,0.4658937,0.0004359501,0.06607061,0.005545481,0.1460597],"genre_scores_gemma":[0.02258042,0.00278461,0.002586349,0.3772596,0.09338551,0.0007370191,0.03974636,0.00341436,0.4575058],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.1135954,"threshold_uncertainty_score":0.3800145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02770775978709709,"score_gpt":0.2428672337633541,"score_spread":0.215159473976257,"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."}}