{"id":"W1490337773","doi":"10.1111/j.1529-8817.2010.00839.x","title":"INORGANIC CARBON UTILIZATION BY ROSS SEA PHYTOPLANKTON ACROSS NATURAL AND EXPERIMENTAL CO<sub>2</sub> GRADIENTS<sup>1</sup>","year":2010,"lang":"en","type":"article","venue":"Journal of Phycology","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Phytoplankton; Biology; Total inorganic carbon; Environmental chemistry; Carbon fixation; Dissolved organic carbon; Isotopes of carbon; Redfield ratio; Saturation (graph theory); Carbon dioxide; Photosynthesis; Seawater; Incubation; Animal science; Botany; Oceanography; Ecology; Nutrient; Total organic carbon; Chemistry; Biochemistry","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.0002954378,0.0001493501,0.0002793882,0.00007042794,0.0001404277,0.00006663646,0.0001748243,0.000132752,0.0003312879],"category_scores_gemma":[0.00003197145,0.000121569,0.00005731795,0.0001228531,0.0001069533,0.0002460231,0.00002542763,0.0004318623,0.00001148826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008711718,"about_ca_system_score_gemma":0.00004979067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002895123,"about_ca_topic_score_gemma":0.001974842,"domain_scores_codex":[0.9988655,0.0000840685,0.0003508169,0.0001708011,0.000212224,0.0003165918],"domain_scores_gemma":[0.9993356,0.00007134194,0.0002633692,0.00009620551,0.00007031253,0.0001632046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003624703,0.0001339492,0.7221329,0.00003499761,0.00009242774,0.000104461,0.00131565,0.0001517103,0.2282608,0.00001364033,0.00395334,0.04344364],"study_design_scores_gemma":[0.00504886,0.003433851,0.4893616,0.0000458925,0.00008451736,0.004399445,0.002594695,0.03785804,0.4218101,0.0002324492,0.03426966,0.0008608773],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967328,0.001060776,0.000003619459,0.0000672418,0.001014601,0.0001021442,0.00005764456,0.00001078404,0.0009504137],"genre_scores_gemma":[0.9993178,0.0000689698,0.00001422792,0.0001359492,0.0003539745,5.884018e-7,0.00005928045,0.000005535941,0.0000437307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2327713,"threshold_uncertainty_score":0.4957442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007801770242370881,"score_gpt":0.2324965750036883,"score_spread":0.2246948047613174,"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."}}