{"id":"W1594398501","doi":"10.1002/2014jc010668","title":"Beam attenuation, scattering and backscattering of marine particles in relation to particle size distribution and composition in <scp>H</scp>udson <scp>B</scp>ay (<scp>C</scp>anada)","year":2015,"lang":"en","type":"article","venue":"Journal of Geophysical Research Oceans","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"Fisheries and Oceans Canada; Canadian Space Agency; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada; ArcticNet","keywords":"Particulates; Attenuation; Chlorophyll a; Composition (language); Particle (ecology); Scattering; Range (aeronautics); Chemistry; Bay; Biogeochemical cycle; Environmental chemistry; Mineralogy; Analytical Chemistry (journal); Environmental science; Materials science; Geology; Oceanography; Physics; Optics","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":[0.0002184948,0.0002307768,0.0002175166,0.0005995119,0.0002191945,0.0003884422,0.0001567005,0.0001572135,0.0005094456],"category_scores_gemma":[0.0003444871,0.0002722735,0.0001548831,0.0005449225,0.000213825,0.0001814894,0.0002073196,0.0002059854,0.0001374208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005401776,"about_ca_system_score_gemma":0.0002409429,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05685266,"about_ca_topic_score_gemma":0.05285611,"domain_scores_codex":[0.9999254,0.00001014514,0.000005845004,0.00002195853,0.00002409259,0.00001253773],"domain_scores_gemma":[0.9997262,0.00006024737,0.00005415687,0.00001255261,0.0001078169,0.00003893336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000197054,0.00002282397,0.9630619,0.00001316587,0.00004795508,0.00009938997,0.0001893604,0.000426632,0.03254745,0.00002090261,0.00007629358,0.003297084],"study_design_scores_gemma":[0.000002220534,0.00001782092,0.9976183,7.997843e-7,0.000005545191,0.00002565051,0.00009296056,0.0007387759,0.001445234,0.000005896686,0.00004497054,0.000001846532],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996531,0.0000277903,0.0001287401,0.000003517788,0.000001566709,0.000001189571,0.00008328201,0.000003858343,0.00009702098],"genre_scores_gemma":[0.9994929,0.00002181302,0.0001408222,0.000005618226,0.000001537461,0.000002528978,0.0001654543,0.000002076094,0.0001671908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9431474,"threshold_uncertainty_score":0.1130435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02893276972657399,"score_gpt":0.2691243952005661,"score_spread":0.2401916254739921,"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."}}