{"id":"W2999071584","doi":"10.1038/s41396-019-0581-y","title":"Controlled sampling of ribosomally active protistan diversity in sediment-surface layers identifies putative players in the marine carbon sink","year":2020,"lang":"en","type":"article","venue":"The ISME Journal","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Comisión Nacional de Investigación Científica y Tecnológica; Gordon and Betty Moore Foundation; Natural Environment Research Council; Sight Research UK; Leverhulme Trust; David and Lucile Packard Foundation","keywords":"Biology; Sediment; Diatom; Archaea; Ecology; Carbon cycle; Ribosomal RNA; Community structure; Ecosystem; Bacteria; Gene; Paleontology","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":[0.0008602883,0.00009756866,0.0002415983,0.00001961692,0.0003017659,0.00001442348,0.000565968,0.00005180931,0.0004955729],"category_scores_gemma":[0.00008948141,0.00006087037,0.00005855555,0.0001810604,0.0002762412,0.0001038619,0.0005849925,0.0007327917,0.000007793906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001129794,"about_ca_system_score_gemma":0.00002132403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001569826,"about_ca_topic_score_gemma":0.003060793,"domain_scores_codex":[0.9984028,0.0009157588,0.0002364083,0.00009979073,0.0001541749,0.0001910352],"domain_scores_gemma":[0.9991835,0.0004520252,0.000215755,0.0001039048,0.00001007006,0.00003473945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.007836347,0.0004843548,0.2926223,0.00002568236,0.000305891,0.00008605529,0.2201354,0.1441206,0.3327924,0.0002287603,0.0006076005,0.0007545598],"study_design_scores_gemma":[0.006838741,0.0006139284,0.9516332,0.00003046194,0.00008136586,0.00004187152,0.02262186,0.003112242,0.005923639,0.008744242,0.0001058626,0.0002525612],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944183,0.00001033741,0.00003364267,0.003433195,0.00005673433,0.0003892096,0.000005891247,0.000003367304,0.001649372],"genre_scores_gemma":[0.9992899,0.0000170988,0.00007947007,0.0005643027,0.00001739822,0.000002330203,0.0000022357,0.000003609603,0.00002364129],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6590109,"threshold_uncertainty_score":0.5426176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0338401547561577,"score_gpt":0.2566780333872933,"score_spread":0.2228378786311356,"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."}}