{"id":"W2902743507","doi":"10.1126/science.aar3213","title":"Animals and the zoogeochemistry of the carbon cycle","year":2018,"lang":"en","type":"review","venue":"Science","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":364,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Carbon cycle; Carbon fibers; Carbon flux; Abiotic component; Ecosystem; Environmental science; Flux (metallurgy); Ecology; Biology; Environmental chemistry; Chemistry; Computer science","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":[0.0004188873,0.0006833405,0.000710862,0.002032547,0.000406261,0.001354675,0.0007424941,0.001503661,0.005237552],"category_scores_gemma":[0.0007752409,0.0002094804,0.0003609176,0.002174367,0.001096779,0.001954191,0.0009631425,0.001222346,0.001424959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006557954,"about_ca_system_score_gemma":0.001230107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002329914,"about_ca_topic_score_gemma":0.003237125,"domain_scores_codex":[0.9998623,0.00002912241,0.00001261513,0.00003550318,0.00004160654,0.00001879635],"domain_scores_gemma":[0.9996252,0.0001997463,0.00005748323,0.00001678561,0.00006300877,0.00003772292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000415496,0.00004253281,0.0008117537,0.01328452,0.0001041812,0.0001906241,0.0002323669,0.0006410713,0.001197667,0.02758856,0.02238961,0.9334756],"study_design_scores_gemma":[0.000002899309,0.00002433951,0.001855985,0.003165877,0.00005054829,0.0004068174,0.0001048757,0.0000542512,0.0001772096,0.007223446,0.9869214,0.00001234353],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000176177,0.9977471,0.0001021022,0.0003615536,0.0001358664,0.000001555684,0.00001484702,0.000003590966,0.001457187],"genre_scores_gemma":[0.001774637,0.9970102,0.00008436182,0.0001544892,0.000220614,0.000002641313,0.0000221515,0.000001392809,0.0007293798],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005237552,"threshold_uncertainty_score":0.01752132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02871987531466037,"score_gpt":0.2891848916669473,"score_spread":0.2604650163522869,"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."}}