{"id":"W2549253658","doi":"10.1111/gcb.13569","title":"Effects of three global change drivers on terrestrial C:N:P stoichiometry: a global synthesis","year":2016,"lang":"en","type":"review","venue":"Global Change Biology","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":266,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"China Scholarship Council; Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Global change; Stoichiometry; Ecological stoichiometry; Environmental science; Terrestrial ecosystem; Climate change; Ecosystem; Ecology; Chemistry; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005320732,0.0008263144,0.002667855,0.0002286385,0.0001862476,0.00001985201,0.001397434,0.001955125,0.0007147022],"category_scores_gemma":[0.0006209287,0.0005461486,0.0006930707,0.001270052,0.001075637,0.0001106178,0.0001755272,0.0003737149,0.002318246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006388671,"about_ca_system_score_gemma":0.0002749418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002469615,"about_ca_topic_score_gemma":0.005532916,"domain_scores_codex":[0.9950156,0.001435528,0.0006567552,0.00112279,0.0003454507,0.001423942],"domain_scores_gemma":[0.9969093,0.001496597,0.0005689166,0.0005979585,0.00005253368,0.0003747508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000120684,0.000034183,0.5024192,0.001179807,0.0002381319,0.00009263882,0.00000372316,5.104728e-9,4.139106e-9,0.0004166011,0.0001317003,0.4953633],"study_design_scores_gemma":[0.001570623,0.002623353,0.3856639,0.00692722,0.001239402,0.0005419651,0.00001020527,0.000007317738,3.203825e-7,0.003626036,0.5964035,0.001386185],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002806306,0.9797533,0.00001036058,0.0002006594,0.003757933,0.001894567,0.007772011,0.00008855751,0.003716337],"genre_scores_gemma":[0.03262371,0.9650674,0.00005086577,0.0001766783,0.001380468,0.0001444571,0.0005399025,0.000007924307,0.000008606799],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5962718,"threshold_uncertainty_score":0.999699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1090919017256115,"score_gpt":0.3426682323257077,"score_spread":0.2335763306000962,"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."}}