{"id":"W2981323893","doi":"10.1038/s41396-019-0506-9","title":"Marked changes in diversity and relative activity of picoeukaryotes with depth in the world ocean","year":2019,"lang":"en","type":"article","venue":"The ISME Journal","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":141,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Ministerio de Ciencia e Innovación; Ministerio de Economía y Competitividad","keywords":"Mesopelagic zone; Bathyal zone; Biology; Water column; Plankton; Ecology; Trophic level; Oceanography; Community structure; Deep sea; Relative species abundance; Pelagic zone; Abundance (ecology); Fishery; Benthic zone; Geology","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":[0.0006880612,0.00004674212,0.00009107045,0.00002730755,0.0002201442,0.000003583126,0.0002390715,0.00002428699,0.0005793814],"category_scores_gemma":[0.000009436138,0.00002381835,0.00001080174,0.0001255667,0.0002071988,0.00009753368,0.0003625195,0.0004586028,0.000005774152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002923732,"about_ca_system_score_gemma":0.000004020689,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004026967,"about_ca_topic_score_gemma":0.03403452,"domain_scores_codex":[0.9992118,0.0005317087,0.00004998768,0.00005002577,0.00005779748,0.00009870346],"domain_scores_gemma":[0.9994748,0.0003344007,0.00007373076,0.0001029029,0.00000217245,0.00001195729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001727029,0.00004787785,0.9899107,0.000001845406,0.000007744833,0.000002556284,0.006984903,0.0001177146,0.002116952,0.00003970203,0.0001889716,0.000408322],"study_design_scores_gemma":[0.0002837231,0.000124498,0.9971513,0.00001112394,0.000005236754,0.00002011101,0.0003861496,0.00004058144,0.0002127758,0.001643676,0.00008828013,0.0000325975],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950894,0.000009717363,0.000002396301,0.001649962,0.00001838049,0.00008859943,6.958805e-7,9.49322e-7,0.003139962],"genre_scores_gemma":[0.9995189,0.00002367004,0.00001991998,0.0002283741,0.000005972782,1.913515e-7,1.923611e-7,0.000001454266,0.0002012831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03363182,"threshold_uncertainty_score":0.9835919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01368215982622615,"score_gpt":0.2131390479523125,"score_spread":0.1994568881260864,"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."}}