{"id":"W2112715830","doi":"10.1007/s00300-010-0781-4","title":"Uptake rates of dissolved inorganic carbon and nitrogen by under-ice phytoplankton in the Canada Basin in summer 2005","year":2010,"lang":"en","type":"article","venue":"Polar Biology","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":41,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Korea Polar Research Institute; Canadian Institute for Advanced Research; NOAA Ocean Exploration; National Science Foundation","keywords":"Phytoplankton; Photic zone; Oceanography; Nitrogen; Productivity; Biological pump; New production; Biology; Environmental science; Ecology; Nutrient; Chemistry; Geology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002621231,0.00007474414,0.0001409397,0.00003453542,0.00002154777,0.000007207857,0.0001350939,0.00006593651,0.0001578504],"category_scores_gemma":[0.00002247208,0.00004978583,0.000009265003,0.0001021683,0.00004201967,0.00002238675,0.00001120188,0.000161349,0.00000152962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000255207,"about_ca_system_score_gemma":0.00009864274,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9551004,"about_ca_topic_score_gemma":0.9978893,"domain_scores_codex":[0.9993583,0.000105421,0.0001574824,0.0001275697,0.0000473806,0.0002038551],"domain_scores_gemma":[0.9996953,0.0001161692,0.00004452315,0.000101954,0.000006817543,0.0000352407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001017624,0.00000512808,0.9954795,0.000006109005,0.000003886362,0.000001769104,0.00004654492,9.592594e-7,0.002816918,0.00002655121,0.0001507761,0.001451629],"study_design_scores_gemma":[0.0002047858,0.00004763652,0.9832246,0.000003326099,0.000003531896,0.00001113337,0.0003426478,0.0003870812,0.0009393943,0.0002720713,0.01447734,0.00008642943],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966777,0.0008242311,3.523604e-7,0.0004550331,0.0001259653,0.00008523744,0.0001658219,0.00000210082,0.001663553],"genre_scores_gemma":[0.9995251,0.00004815435,0.000005031166,0.0002399367,0.00002831441,7.77034e-7,0.0001240812,0.000001488876,0.00002714493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04278897,"threshold_uncertainty_score":0.2030208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008824818484350055,"score_gpt":0.2034820581929469,"score_spread":0.1946572397085968,"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."}}