{"id":"W2592034834","doi":"10.3390/rs9030210","title":"Fluorescence-Based Approach to Estimate the Chlorophyll-A Concentration of a Phytoplankton Bloom in Ardley Cove (Antarctica)","year":2017,"lang":"en","type":"article","venue":"Remote Sensing","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Goddard Space Flight Center; China Scholarship Council; National Aeronautics and Space Administration","keywords":"Phytoplankton; Cove; Bloom; Oceanography; Environmental science; Algal bloom; Chlorophyll a; Radiance; Irradiance; Ocean color; Remote sensing; Satellite; Geology; Ecology; Biology; Nutrient; Botany; Physics","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":[0.0003393167,0.0002871844,0.0002414751,0.0009404397,0.0003304935,0.0004511368,0.0003850689,0.0002989378,0.0004388378],"category_scores_gemma":[0.000544982,0.0001218793,0.000260091,0.000661218,0.0001072701,0.0002901194,0.0003862178,0.0002002245,0.0001938324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009172121,"about_ca_system_score_gemma":0.0008123732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09346198,"about_ca_topic_score_gemma":0.1200677,"domain_scores_codex":[0.999828,0.00002145669,0.00000997298,0.00005996458,0.00004922261,0.0000313178],"domain_scores_gemma":[0.999824,0.00002321196,0.00002359331,0.00001500772,0.00009758584,0.0000166067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000392368,0.0003124751,0.6864888,0.0001920724,0.0002275793,0.0002295346,0.0004872225,0.05987789,0.09383734,0.0004025457,0.001566241,0.1559858],"study_design_scores_gemma":[0.00004068927,0.0002019211,0.6243465,0.00003689026,0.00006548837,0.0001505831,0.000688212,0.3514553,0.02043914,0.0001794107,0.002340578,0.00005525782],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893924,0.0001968798,0.007907526,0.00003883942,0.000009291391,0.00003709322,0.000771303,0.0001670328,0.001479651],"genre_scores_gemma":[0.9757262,0.0001180945,0.0224987,0.00003543041,0.00000543132,0.00004273255,0.0009587939,0.00001371246,0.0006008451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09346198,"threshold_uncertainty_score":0.185836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01792765467398558,"score_gpt":0.2489270969072172,"score_spread":0.2309994422332316,"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."}}