{"id":"W4214676932","doi":"10.5194/bgd-4-2667-2007","title":"Distribution of micro-organisms along a transect in the South-East Pacific Ocean (BIOSOPE cruise) from epifluorescence microscopy","year":2007,"lang":"en","type":"preprint","venue":"","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Centre National de la Recherche Scientifique; Centre National d’Etudes Spatiales; Agence Nationale de la Recherche; European Space Agency; National Aeronautics and Space Administration","keywords":"Upwelling; Oceanography; Ocean gyre; Transect; Mesopelagic zone; Autotroph; Abundance (ecology); Eutrophication; Phytoplankton; Biology; Ecology; Pelagic zone; Geology; Nutrient; Subtropics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.00008963539,0.0003176926,0.0001419356,0.001262829,0.0004052163,0.0003120947,0.0001626145,0.0002218164,0.001035669],"category_scores_gemma":[0.0001690533,0.0001786971,0.0001792155,0.0007990641,0.0001925026,0.000198119,0.0004417365,0.0002304434,0.0002037286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003768446,"about_ca_system_score_gemma":0.0003176014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05478901,"about_ca_topic_score_gemma":0.1483999,"domain_scores_codex":[0.9999387,0.000003182016,0.000003224349,0.00002168595,0.00002228081,0.00001093076],"domain_scores_gemma":[0.9997675,0.00001659234,0.00005969838,0.000007291466,0.00008970979,0.00005915205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002278455,0.00002324059,0.6603366,0.0001479905,0.00008419711,0.0004844916,0.00175323,0.0002922596,0.3268833,0.00004080843,0.0003440623,0.009382011],"study_design_scores_gemma":[5.928364e-7,0.00001269078,0.9985696,0.000003071826,0.00000409824,0.00003603994,0.0001561619,0.00004793272,0.0008926942,0.000001618923,0.0002740581,0.000001407953],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980635,0.0001213553,0.0001451278,0.000007620319,0.000001810867,0.000008808436,0.000648184,0.000006285357,0.0009973035],"genre_scores_gemma":[0.9942128,0.0002914778,0.001182268,0.00002228953,0.000003739669,0.00003739461,0.002257793,0.000007971762,0.001984271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05478901,"threshold_uncertainty_score":0.1089402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01491610884651312,"score_gpt":0.208126172493134,"score_spread":0.1932100636466209,"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."}}