{"id":"W4306761618","doi":"10.3390/rs14205180","title":"Satellite-Derived Photosynthetically Available Radiation at the Coastal Arctic Seafloor","year":2022,"lang":"en","type":"article","venue":"Remote Sensing","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Université du Québec à Rimouski","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada; Alliance de recherche numérique du Canada; Bureau of Ocean Energy Management; Biodiversa+; Western Canada Research Grid; Compute Canada; Norges Forskningsråd; National Aeronautics and Space Administration; Niskamoon Corporation; National Science Foundation","keywords":"Environmental science; Photosynthetically active radiation; Remote sensing; Satellite; Seafloor spreading; Arctic; The arctic; Radiation; Geology; Oceanography; Photosynthesis","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":[0.0002224104,0.0004799782,0.0002427142,0.0003125112,0.0002201422,0.0005975933,0.0002250513,0.0001829691,0.0006175437],"category_scores_gemma":[0.0004930304,0.0001319169,0.000408314,0.0006246348,0.0001072436,0.0002451789,0.0002236677,0.0001646244,0.0003065933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003017604,"about_ca_system_score_gemma":0.0004876016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01921912,"about_ca_topic_score_gemma":0.01994328,"domain_scores_codex":[0.9998749,0.00001568843,0.000007276703,0.0000403838,0.00004473623,0.00001698919],"domain_scores_gemma":[0.9998468,0.00003069755,0.00002729162,0.00001716681,0.00006740558,0.00001054979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005321531,0.0002356251,0.4432874,0.000282333,0.0003448293,0.0004410303,0.0003029625,0.2489041,0.1363365,0.0008407018,0.001512686,0.1669797],"study_design_scores_gemma":[0.00002466107,0.0001817999,0.4970762,0.00003416781,0.0001133473,0.0001422172,0.0002082833,0.4664721,0.03283057,0.0003069125,0.002564406,0.00004531233],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822577,0.0001108933,0.01289122,0.00002003091,0.00002218876,0.00001577665,0.001138196,0.0002864488,0.003257686],"genre_scores_gemma":[0.9826713,0.0001397797,0.01526127,0.0000117947,0.000006042107,0.00001516719,0.001434169,0.00002624997,0.0004342423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01921912,"threshold_uncertainty_score":0.0382145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00709586231540033,"score_gpt":0.1864268942903038,"score_spread":0.1793310319749034,"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."}}