{"id":"W4403843844","doi":"10.5194/bg-21-4637-2024","title":"Temperature-enhanced effects of iron on Southern Ocean phytoplankton","year":2024,"lang":"en","type":"article","venue":"Biogeosciences","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; Aard- en Levenswetenschappen, Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Koninklijk Nederlands Instituut voor Onderzoek der Zee; Korea Polar Research Institute; Alfred Wegener Institute Helmholtz Centre for Polar and Marine Research; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Universiteit Utrecht","keywords":"Phytoplankton; Oceanography; Environmental science; Geology; Nutrient; Ecology; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001257515,0.0003525598,0.0003164966,0.0001171206,0.0002065753,0.0002615349,0.000149126,0.0003068007,0.001008025],"category_scores_gemma":[0.0001442077,0.0001813489,0.0002747005,0.000101439,0.0002449695,0.0001722351,0.0002621091,0.0003766429,0.0001394237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000384947,"about_ca_system_score_gemma":0.0001870611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002592578,"about_ca_topic_score_gemma":0.004360837,"domain_scores_codex":[0.9998996,0.00001836491,0.000007694728,0.0000348816,0.00001683165,0.00002253189],"domain_scores_gemma":[0.9998413,0.00004196331,0.00003675703,0.00001760639,0.00002812586,0.00003426651],"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":[0.0007493743,0.00003318308,0.001628871,0.00003473188,0.00000799315,0.00002018688,0.00002990377,0.00009789625,0.9966795,0.00001048953,0.00001789951,0.0006899748],"study_design_scores_gemma":[0.00005824578,0.002341122,0.1837842,0.00001684844,0.00006294874,0.00006895313,0.0001773433,0.001373358,0.8107144,0.0000691211,0.001312057,0.0000214722],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991842,0.0001427499,0.00009824125,0.00002040719,0.000008426223,0.000007954312,0.0001517208,0.000005767431,0.0003804668],"genre_scores_gemma":[0.9984066,0.00009025856,0.0003517237,0.00005683797,0.000004869109,0.00002474776,0.0001681226,0.000004644781,0.0008921804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002592578,"threshold_uncertainty_score":0.005154967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004946075882874993,"score_gpt":0.1905507847419825,"score_spread":0.1856047088591075,"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."}}