{"id":"W3213162529","doi":"10.1126/sciadv.abh3732","title":"The global ocean size spectrum from bacteria to whales","year":2021,"lang":"en","type":"article","venue":"Science Advances","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":104,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"European Commission; Alexander von Humboldt-Stiftung","keywords":"Biomass (ecology); Generality; Plankton; Marine life; Biology; Ecology; Marine bacteriophage; Scale (ratio); Environmental science; Marine biology; Global change; Oceanography; Bacteria; Climate change; Geography; 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":[0.0002621833,0.0004754494,0.00017944,0.002068218,0.000256375,0.001029181,0.0002146727,0.0003097065,0.008621056],"category_scores_gemma":[0.0002846107,0.0001098456,0.0002509596,0.002061429,0.0003426836,0.000733503,0.0009632348,0.0005303111,0.002241165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003634969,"about_ca_system_score_gemma":0.0004887091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007698699,"about_ca_topic_score_gemma":0.01213597,"domain_scores_codex":[0.9998728,0.00001615963,0.000007841136,0.00004008833,0.00003597321,0.00002710172],"domain_scores_gemma":[0.9997861,0.00003260392,0.00005776095,0.00001606561,0.0000568353,0.00005060724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003744279,0.00003217388,0.06613436,0.001897693,0.0002488595,0.0001770363,0.0007058448,0.0003981742,0.03235146,0.01950278,0.07670274,0.8014745],"study_design_scores_gemma":[0.00000530537,0.0001008205,0.198193,0.0003781807,0.00007678699,0.0004499425,0.0006976034,0.00008483673,0.004015355,0.00381454,0.7921648,0.00001871552],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1795512,0.4634714,0.006664552,0.01562945,0.001713554,0.0001007404,0.03008854,0.0009712997,0.3018094],"genre_scores_gemma":[0.6197435,0.297906,0.007759125,0.004092798,0.0009091233,0.0001172615,0.01525538,0.0002041082,0.05401279],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008621056,"threshold_uncertainty_score":0.02884036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008544201831363441,"score_gpt":0.2551868666626431,"score_spread":0.2466426648312797,"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."}}