{"id":"W4207048883","doi":"10.5194/gmd-2021-327-ac2","title":"Reply on RC2","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":"Fisheries and Oceans Canada","funders":"","keywords":"Plankton; Biogeochemistry; Environmental science; Phytoplankton; Oceanography; New production; Nutrient; Biomass (ecology); Subarctic climate; Biosphere; Carbon cycle; Ecosystem model; Ecosystem; Ocean current; Atmospheric sciences; Climatology; Geology; Ecology; Biology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.00260383,0.001130904,0.001089739,0.001172187,0.002915617,0.005008167,0.003521628,0.02268296,0.1951643],"category_scores_gemma":[0.02219686,0.0006000146,0.001660689,0.00105729,0.002262709,0.003601176,0.002455402,0.02016144,0.1671323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004150711,"about_ca_system_score_gemma":0.003603113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01002009,"about_ca_topic_score_gemma":0.0104685,"domain_scores_codex":[0.9973524,0.0003881916,0.000247601,0.0005434403,0.001053709,0.0004146272],"domain_scores_gemma":[0.9942769,0.001562679,0.0002145153,0.0005440819,0.00251175,0.0008901346],"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":[0.000008568717,0.000003519909,0.00002112558,0.00001469519,0.000001513354,0.0000344948,0.000005570673,0.000004638643,0.00001992913,0.0003783126,0.9973848,0.002122738],"study_design_scores_gemma":[0.000009971704,0.000005147695,0.000137224,0.00003834539,0.000002068481,0.00002970555,0.00002758225,0.00001759475,0.0000501986,0.0004259807,0.9992493,0.000006821507],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0002014647,0.001966505,0.0002861718,0.6230681,0.3143559,0.0001458029,0.0009484325,0.0005304473,0.05849713],"genre_scores_gemma":[0.002183389,0.001188057,0.000263888,0.6803829,0.08945097,0.000241466,0.0003826655,0.0003516211,0.2255551],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1951643,"threshold_uncertainty_score":0.6528895,"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."}}