{"id":"W1669242325","doi":"","title":"FLH AND MCI PRODUCTS FROM MERIS: FLUORESCENCE, RED TIDES, SARGASSUM AND BLOOMS IN ICE","year":2006,"lang":"en","type":"article","venue":"ESASP","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Radiance; Sargassum; Algae; Bloom; Oceanography; Environmental science; Remote sensing; Chlorophyll a; Fluorescence; Sea ice; Geology; Biology; Botany; Physics; Optics","routes":{"ca_aff":false,"ca_fund":false,"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":[0.0001420047,0.0001037726,0.0001511603,0.00005278553,0.00005404816,0.00006550044,0.00007593602,0.00004373864,0.0001762166],"category_scores_gemma":[0.00002377477,0.00008718627,0.000009805599,0.0001371088,0.00003910903,0.0001594448,0.00002011744,0.00008555722,0.00003211163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001552665,"about_ca_system_score_gemma":0.0000185313,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1071935,"about_ca_topic_score_gemma":0.06678291,"domain_scores_codex":[0.9991796,0.00004333909,0.000171181,0.0002861024,0.0001223659,0.0001974233],"domain_scores_gemma":[0.9997112,0.00004178178,0.00004164505,0.0001339196,0.00001353693,0.00005789621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003151898,0.0000173189,0.9502885,0.00004439371,0.00000688355,0.0000444687,0.0001084506,0.00002683142,0.000527174,0.00005246307,0.003491317,0.04536071],"study_design_scores_gemma":[0.000320291,0.00005478437,0.9485092,0.0000385666,0.000007983773,0.00001287553,0.00008177998,0.002593584,0.0004553829,0.000554397,0.04720926,0.0001619097],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9787803,0.002691079,0.000002044945,0.0003210022,0.0001471971,0.000144788,0.0000407399,0.00002728102,0.0178456],"genre_scores_gemma":[0.9976553,0.0001238956,0.0004090099,0.0000518295,0.000201857,0.000001210494,0.0001005897,0.000002892808,0.001453408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0451988,"threshold_uncertainty_score":0.9502459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004961695358662702,"score_gpt":0.1597291866901138,"score_spread":0.1547674913314511,"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."}}