{"id":"W2320958460","doi":"10.5194/bgd-12-1247-2015","title":"Downward particle flux and carbon export in the Beaufort Sea, Arctic Ocean; the Malina experiment","year":2015,"lang":"en","type":"article","venue":"","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sediment trap; Oceanography; Flux (metallurgy); Photic zone; Pellets; Arctic; Environmental science; Continental shelf; Total organic carbon; Carbon fibers; Sedimentation; Geology; Zooplankton; Particle (ecology); Mooring; Atmospheric sciences; Water column; Sediment; Chemistry; Phytoplankton; Environmental chemistry; Geomorphology; Ecology; Biology; Materials science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001209972,0.0006542762,0.0003666834,0.0004128827,0.001041306,0.0009978256,0.0004683167,0.0006382293,0.0006489167],"category_scores_gemma":[0.0007800898,0.0002409381,0.0004425246,0.0006028058,0.0006704256,0.0005335245,0.0006537405,0.0004486161,0.0002401464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003031588,"about_ca_system_score_gemma":0.00160691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4000304,"about_ca_topic_score_gemma":0.5648433,"domain_scores_codex":[0.9995195,0.0001448304,0.0000178914,0.0001413775,0.00009395849,0.00008249759],"domain_scores_gemma":[0.9987848,0.0001775619,0.0004173001,0.0001554911,0.0001480781,0.0003166533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003084765,0.0006277398,0.9699533,0.00004150082,0.0002856664,0.0003734657,0.001629148,0.0009300851,0.01740606,0.000182933,0.00095265,0.004532646],"study_design_scores_gemma":[0.00001788514,0.0001003989,0.9984946,0.000003033889,0.00001669968,0.00001291776,0.0001533891,0.0002600646,0.0004240772,0.000006733885,0.0005033138,0.000006870871],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990309,0.00003963919,0.00003429619,0.00003116468,0.00000401324,0.000005220851,0.0005468036,0.000004864016,0.0003030598],"genre_scores_gemma":[0.9968762,0.0000656651,0.0002469533,0.00006758278,0.00001029961,0.00003085257,0.001617006,0.00001063601,0.001074727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4000304,"threshold_uncertainty_score":0.7954039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02289775292468505,"score_gpt":0.2251523560798043,"score_spread":0.2022546031551193,"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."}}