{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001249529,0.0002991659,0.0002548662,0.0002056702,0.0002762696,0.0003178316,0.000240287,0.0002304863,0.0004304796],"category_scores_gemma":[0.0002774688,0.0002131607,0.000147238,0.0001759448,0.0003368777,0.0002487565,0.0002819609,0.000290853,0.0001148177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004815575,"about_ca_system_score_gemma":0.0002320614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005145627,"about_ca_topic_score_gemma":0.009562434,"domain_scores_codex":[0.9999189,0.00001138122,0.000007772873,0.00002823794,0.00001434129,0.00001936051],"domain_scores_gemma":[0.9997025,0.00005016537,0.0001021992,0.00002110954,0.00004887676,0.00007512415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009362064,0.00007353967,0.04792693,0.00004542367,0.00003487101,0.00006478246,0.0001411289,0.000361762,0.9477407,0.00003167248,0.00004767975,0.002595293],"study_design_scores_gemma":[0.00004559098,0.001346561,0.8581277,0.000005497704,0.00007159231,0.0001824777,0.0002088794,0.003349188,0.1360765,0.00006939547,0.0004901623,0.00002636485],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999772,0.0000281016,0.00005844818,0.000004410278,8.31152e-7,0.0000020125,0.0000479446,0.000003250336,0.00008300612],"genre_scores_gemma":[0.9991155,0.00005009252,0.000344108,0.00002122275,0.000002682654,0.00001519032,0.0002568699,0.000008654852,0.000185621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005145627,"threshold_uncertainty_score":0.01023138,"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."}}