{"id":"W2112571450","doi":"10.5194/essd-4-101-2012","title":"Picoheterotroph ( <i>Bacteria</i> and <i>Archaea</i> ) biomass distribution in the global ocean","year":2012,"lang":"en","type":"article","venue":"Earth system science data","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bedford Institute of Oceanography; Fisheries and Oceans Canada","funders":"Natural Environment Research Council; Sight Research UK","keywords":"Biomass (ecology); Abundance (ecology); Archaea; Oceanography; Environmental science; Biology; Chemistry; Bacteria; Ecology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002895462,0.0002940222,0.0003222881,0.002755051,0.0001351805,0.0005139087,0.0001629619,0.0001724888,0.001080474],"category_scores_gemma":[0.0007839301,0.0001244664,0.0002847538,0.00297189,0.0001606907,0.0004516935,0.0005464335,0.0001510251,0.0004742477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003242355,"about_ca_system_score_gemma":0.0001814658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005252968,"about_ca_topic_score_gemma":0.003972768,"domain_scores_codex":[0.9997825,0.00002277543,0.00002718197,0.00007957363,0.0000574309,0.000030526],"domain_scores_gemma":[0.9994771,0.00009019925,0.0001521406,0.00007049132,0.0001632858,0.00004680814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001384946,0.00002809042,0.953344,0.0001633506,0.0001152494,0.00005620412,0.0001350497,0.004221915,0.0107425,0.0002319394,0.001192832,0.02963026],"study_design_scores_gemma":[0.000007010753,0.00004015011,0.9884311,0.00002232803,0.00002663032,0.00008954383,0.0001150675,0.00205789,0.002543753,0.0001596526,0.006492177,0.00001458542],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9675934,0.0006409108,0.001035797,0.00003949535,0.000005145471,0.00001003862,0.02896416,0.00008330847,0.001627743],"genre_scores_gemma":[0.935417,0.0008717509,0.003419711,0.00004040542,0.00001054491,0.00005057131,0.05958598,0.00002972693,0.000574327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005252968,"threshold_uncertainty_score":0.01044476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0225346809632741,"score_gpt":0.2288498100822192,"score_spread":0.2063151291189451,"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."}}