{"id":"W2789589646","doi":"10.1038/sdata.2018.18","title":"A database of chlorophyll a in Australian waters","year":2018,"lang":"en","type":"article","venue":"Scientific Data","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Department of Science, Information Technology and Innovation, Queensland Government; Australian Antarctic Division; Directorate for Biological Sciences; School of Civil, Environmental and Mining Engineering, University of Adelaide; South Australian Research and Development Institute; Griffith University; Flinders University; Antarctic Climate and Ecosystems Cooperative Research Centre; University of New South Wales; University of Technology Sydney; Macquarie University; University of Tasmania; Universität Bremen; Australian Government; Commonwealth Scientific and Industrial Research Organisation; Great Barrier Reef Marine Park Authority; University of Queensland; NSW Office of Environment and Heritage; Université de Genève; Australian Institute of Marine Science","keywords":"Phytoplankton; Environmental science; Biomass (ecology); Zooplankton; Trophic level; Chlorophyll a; Abundance (ecology); Oceanography; Chlorophyll; Ecosystem; Food web; Fishery; Ecology; Biology; Nutrient; Botany","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":[0.0007758382,0.0005521065,0.0006681717,0.006544106,0.0008421134,0.001066407,0.001036862,0.0005062555,0.01037388],"category_scores_gemma":[0.004752005,0.0004711789,0.000599958,0.01334598,0.0002434918,0.0009315969,0.001589571,0.0006840478,0.005329043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001839568,"about_ca_system_score_gemma":0.003587787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08565457,"about_ca_topic_score_gemma":0.07905968,"domain_scores_codex":[0.9990783,0.00007194978,0.0001876655,0.0002000928,0.0003868799,0.00007510445],"domain_scores_gemma":[0.9958355,0.0003302089,0.0008824847,0.0005223238,0.002053684,0.0003756371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006384235,0.0002931609,0.2712651,0.006153812,0.0005190707,0.001291522,0.005224683,0.00387816,0.02436439,0.004204551,0.305559,0.376608],"study_design_scores_gemma":[0.00003281438,0.00007179982,0.5734671,0.0002827181,0.0001034325,0.0003340743,0.0006158223,0.002011278,0.002218772,0.001072599,0.4197179,0.00007160432],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.1752766,0.00185205,0.005828978,0.0004747481,0.0001091233,0.0005590417,0.7837452,0.001392446,0.03076182],"genre_scores_gemma":[0.1745366,0.002517552,0.02556933,0.0005313571,0.00007089858,0.001217281,0.7748936,0.0002717548,0.02039155],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.08565457,"threshold_uncertainty_score":0.170312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04969863586566379,"score_gpt":0.2530766676749467,"score_spread":0.2033780318092829,"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."}}