{"id":"W2004773853","doi":"10.1007/s00300-014-1583-x","title":"Mesozooplankton biomass, abundance and community composition in the Ross Sea and the Pacific sector of the Southern Ocean","year":2014,"lang":"en","type":"article","venue":"Polar Biology","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; University of Victoria","funders":"","keywords":"Oceanography; Seamount; Water column; Zooplankton; Circumpolar deep water; Biomass (ecology); Biology; Abundance (ecology); Gelatinous zooplankton; Community structure; Ecology; Geology; North Atlantic Deep Water; Deep water","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001134743,0.00006174205,0.0001138377,0.00001528052,0.0002594487,0.00002247512,0.0002051496,0.00004319982,0.00001814562],"category_scores_gemma":[0.00002559332,0.00002561398,0.00001967712,0.00007562961,0.0003366851,0.00002080881,0.00003125759,0.0001770107,0.000003550429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":7.748624e-7,"about_ca_system_score_gemma":0.000006272327,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02961587,"about_ca_topic_score_gemma":0.03290181,"domain_scores_codex":[0.9982105,0.001458326,0.0001100709,0.00007201059,0.00004351999,0.0001055626],"domain_scores_gemma":[0.9992909,0.0004308014,0.00006582086,0.0001881569,0.00000916652,0.00001513861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003744517,0.000006477553,0.9954473,0.00001407589,0.000006119103,9.973973e-8,0.001382641,0.000001642256,0.0001186803,0.0002693142,0.00002734728,0.002688847],"study_design_scores_gemma":[0.0004575442,0.0001173,0.9893836,0.00001076859,0.000008685609,0.00002833159,0.00132855,0.002590015,0.00006783863,0.002379283,0.003567838,0.00006021122],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965165,0.0006361311,0.00001131689,0.0007403591,0.00006826972,0.0001274992,0.0001739898,0.000004438264,0.001721489],"genre_scores_gemma":[0.9997268,0.00002562226,0.000004427531,0.0001463674,0.00002990387,4.470217e-7,0.00005212268,0.000001083499,0.00001328128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006063676,"threshold_uncertainty_score":0.9847452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008745225717807994,"score_gpt":0.1880474742329749,"score_spread":0.1793022485151669,"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."}}