{"id":"W4318677989","doi":"10.1029/2022jc018689","title":"Vertically Resolved Pelagic Particle Biomass and Size Structure Across a Continental Shelf Under the Influence of a Western Boundary Current","year":2023,"lang":"en","type":"article","venue":"Journal of Geophysical Research Oceans","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kensington Health","funders":"Marine National Facility","keywords":"Continental shelf; Upwelling; Oceanography; Pelagic zone; Water mass; Geology; Continental margin; Biomass (ecology); Marine ecosystem; Zooplankton; Water column; Environmental science; Boundary current; Ecosystem; Ecology; Ocean current; Paleontology; Biology","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":[0.00007794161,0.0002286133,0.0002914201,0.0004050074,0.000327343,0.0005319699,0.000211256,0.0003035456,0.001004441],"category_scores_gemma":[0.0001589339,0.0001623971,0.0002958711,0.0004408703,0.0002227697,0.000252242,0.0004026509,0.0001945813,0.0001174591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000394573,"about_ca_system_score_gemma":0.0002257564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03571713,"about_ca_topic_score_gemma":0.03916708,"domain_scores_codex":[0.9999609,0.000003219657,0.000003027387,0.0000148511,0.00000745498,0.00001054301],"domain_scores_gemma":[0.9999098,0.000008026216,0.00001734314,0.000009312802,0.00002971322,0.00002598305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004890532,0.0001400427,0.8940004,0.00003854144,0.0003087858,0.0006009924,0.0004491951,0.007435476,0.0836371,0.0002209374,0.0005865231,0.01209301],"study_design_scores_gemma":[0.000003791269,0.00002403369,0.9948912,0.000002890204,0.0000192177,0.00001634896,0.0001174412,0.00435923,0.0004114522,0.00002248557,0.0001276812,0.00000421546],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994963,0.00001762257,0.00005254076,0.000007282645,0.000002137911,0.000001193488,0.0001172125,0.000007647578,0.0002980108],"genre_scores_gemma":[0.9995209,0.00001616553,0.00007821802,0.000007754366,0.000002397092,0.000001707528,0.00023385,0.000002167739,0.0001369437],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03571713,"threshold_uncertainty_score":0.07101846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02683995765514168,"score_gpt":0.3154037180758026,"score_spread":0.2885637604206609,"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."}}