{"id":"W2036537463","doi":"10.3354/meps07542","title":"Climate change, ocean processes and ocean iron fertilization","year":2008,"lang":"en","type":"article","venue":"Marine Ecology Progress Series","topic":"Climate Change and Geoengineering","field":"Environmental Science","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; Fisheries and Oceans Canada","funders":"","keywords":"Iron fertilization; Climate change; Environmental science; Phytoplankton; Atmosphere (unit); Limiting; Ocean acidification; Oceanography; Nutrient; Ecology; Meteorology; Geography; Biology; Geology","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":[0.00007153893,0.0001558979,0.0001552188,0.00003878771,0.0002550614,0.00002109741,0.000101882,0.00007497515,0.0005467928],"category_scores_gemma":[0.00003079187,0.0001458768,0.00001471992,0.0001869129,0.0003420517,0.00043959,0.0005208309,0.00006918821,0.00004636782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003387142,"about_ca_system_score_gemma":0.00000377543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001847075,"about_ca_topic_score_gemma":0.0002756936,"domain_scores_codex":[0.9991066,0.00001646266,0.0001433767,0.0002773205,0.00009670148,0.0003594686],"domain_scores_gemma":[0.9997134,0.00001864738,0.00005681006,0.0001262941,0.00001326793,0.00007157079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002937929,0.00005024967,0.995572,0.0001215536,0.000003251457,0.00003464667,0.0008735679,0.00001761596,0.00001162273,0.00002300432,0.0003150263,0.002948056],"study_design_scores_gemma":[0.0002357311,0.0002167251,0.9956543,0.00001139801,0.00001188501,0.00020816,0.0001116703,0.0002285828,0.0003494094,0.0001249283,0.002649973,0.0001971718],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976483,0.0001631577,5.360911e-7,0.0007686088,0.0001093632,0.0002704059,0.000005629348,0.0001423998,0.0008915748],"genre_scores_gemma":[0.9975387,0.001454455,0.0003257637,0.0001397943,0.00007290873,0.00003636501,0.00005024347,0.0000213228,0.0003603724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002750884,"threshold_uncertainty_score":0.5986997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01803233560215124,"score_gpt":0.2218240046355752,"score_spread":0.2037916690334239,"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."}}