{"id":"W2045258053","doi":"10.1029/2007gl032583","title":"CO<sub>2</sub> sensitivity of Southern Ocean phytoplankton","year":2008,"lang":"en","type":"article","venue":"Geophysical Research Letters","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":297,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Office of Polar Programs; Natural Sciences and Engineering Research Council of Canada; National Science Foundation","keywords":"Phytoplankton; Biogeochemical cycle; Oceanography; Environmental science; Carbon cycle; Water column; Productivity; Seawater; Diatom; Biological pump; Cycling; Environmental chemistry; Chemistry; Ecology; Nutrient; Ecosystem; Biology; Geology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007570673,0.0001262575,0.0002431373,0.0001136495,0.0002309005,0.0000244114,0.0001789551,0.00004779321,0.0001362867],"category_scores_gemma":[0.0001161505,0.0001050075,0.000106785,0.0003590858,0.0003799454,0.0001156156,0.00002922443,0.0003960358,0.001647156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006161969,"about_ca_system_score_gemma":0.00006890461,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007715428,"about_ca_topic_score_gemma":0.001359037,"domain_scores_codex":[0.997528,0.0004775573,0.0001884051,0.0002998291,0.000922789,0.0005834567],"domain_scores_gemma":[0.9987861,0.0006000586,0.00005000085,0.0002745641,0.0000879775,0.000201281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003726327,0.0001797468,0.416954,0.0001880942,0.00008443487,0.001038293,0.0009788764,0.0004117066,0.4727736,0.00005017843,0.03935723,0.0676112],"study_design_scores_gemma":[0.0009468075,0.0006501471,0.8313255,0.00008646681,0.00001382231,0.0001239126,0.0005672582,0.01089082,0.1461003,0.0005239778,0.008097698,0.000673207],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955003,0.00001768383,0.00003811197,0.0006880526,0.00006297276,0.0001607637,0.0002042708,0.00002934903,0.00329845],"genre_scores_gemma":[0.9991843,0.00001623339,0.00001210586,0.0002427347,0.0003337746,7.354392e-7,0.00008934838,0.000005434444,0.0001153816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4143715,"threshold_uncertainty_score":0.9991302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02597760868705344,"score_gpt":0.2448322507776421,"score_spread":0.2188546420905886,"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."}}