{"id":"W4361291130","doi":"10.1371/journal.pone.0283020","title":"The sizes of life","year":2023,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Physiological and biochemical adaptations","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Office of International Science and Engineering; Hakai Institute; Tula Foundation; Mitacs; Coral Reef Research Foundation; Gordon and Betty Moore Foundation; National Science Foundation","keywords":"Biomass (ecology); Abundance (ecology); Ecosystem; Sample size determination; Exponent; Environmental science; Ecology; Biology; Statistics; Atmospheric sciences; Mathematics; Physics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001061659,0.0004037514,0.000409727,0.001567881,0.0008574263,0.00379281,0.0006924295,0.0007840833,0.01060378],"category_scores_gemma":[0.008317705,0.0002278888,0.0003127494,0.001256264,0.00366014,0.006239491,0.002826496,0.001186707,0.002616084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001186147,"about_ca_system_score_gemma":0.0005276956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0010869,"about_ca_topic_score_gemma":0.0007963261,"domain_scores_codex":[0.9987977,0.0002781068,0.00007329608,0.0004214682,0.0003141356,0.0001153679],"domain_scores_gemma":[0.9973871,0.000919585,0.0004164356,0.0004691753,0.0004092649,0.0003984677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000155039,0.00002857804,0.03516608,0.0004339723,0.000151553,0.0001672871,0.004454624,0.001349753,0.004726141,0.5849034,0.02257088,0.3458927],"study_design_scores_gemma":[0.0000146627,0.0001170181,0.09459984,0.0004683133,0.00005984439,0.0009855416,0.002734941,0.001119012,0.001178857,0.5525189,0.3461389,0.0000641908],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3724979,0.07028669,0.04643345,0.02477652,0.001812185,0.0001181378,0.005644169,0.0004932603,0.4779375],"genre_scores_gemma":[0.9601408,0.01193032,0.007188063,0.002901246,0.0006123036,0.0001185513,0.001616219,0.0001209273,0.01537142],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01060378,"threshold_uncertainty_score":0.03547317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05954812513076446,"score_gpt":0.2110061624281709,"score_spread":0.1514580372974065,"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."}}