{"id":"W2014503257","doi":"10.1002/2014jc010441","title":"Spatial and temporal variability of zooplankton off <scp>N</scp>ew <scp>C</scp>aledonia (<scp>S</scp>outhwestern <scp>P</scp>acific) from acoustics and net measurements","year":2015,"lang":"en","type":"article","venue":"Journal of Geophysical Research Oceans","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Agence des Aires Marines Protégées; Département Soutien et Formation, Institut de Recherche pour le Développement","keywords":"Zooplankton; Diel vertical migration; Oceanography; Echo sounding; Biomass (ecology); Acoustic Doppler current profiler; Environmental science; Plankton; Abundance (ecology); Geology; Fishery; Biology; Current (fluid)","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":[0.0002076151,0.0002062999,0.0001719048,0.0008738489,0.0002370372,0.0004345048,0.0002251749,0.0002204356,0.0005797294],"category_scores_gemma":[0.0005449436,0.0001639041,0.0001770055,0.0007932849,0.0002343011,0.000152645,0.0004060171,0.000176733,0.0001506059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006090577,"about_ca_system_score_gemma":0.0003332896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08223338,"about_ca_topic_score_gemma":0.2421913,"domain_scores_codex":[0.9998866,0.000009060239,0.000009616708,0.00003772907,0.0000330736,0.00002383763],"domain_scores_gemma":[0.9994765,0.00006068782,0.0002057882,0.00003011379,0.0001303879,0.00009660263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001096969,0.00001850748,0.9851156,0.00003132292,0.00005138064,0.0001800546,0.0005185276,0.0002066227,0.00968369,0.00001087731,0.0001915213,0.003882159],"study_design_scores_gemma":[4.022073e-7,0.000005431219,0.9997895,0.00000129961,0.000002055619,0.00001010037,0.00005315211,0.00005078276,0.00004527351,5.282727e-7,0.00004066478,8.150328e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992905,0.00002619167,0.000031749,0.000003520455,0.000001305974,0.000003208683,0.0003391297,0.000002614741,0.0003018058],"genre_scores_gemma":[0.9988124,0.00003120339,0.00007868087,0.000004798671,0.000002119035,0.00001041969,0.0007239789,0.000001460807,0.0003349013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08223338,"threshold_uncertainty_score":0.1635094,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0547028977282985,"score_gpt":0.2968218747795685,"score_spread":0.24211897705127,"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."}}