{"id":"W4306671717","doi":"10.1007/s40333-022-0033-9","title":"Leaf stoichiometry of Leontopodium lentopodioides at high altitudes on the northeastern Qinghai-Tibetan Plateau, China","year":2022,"lang":"en","type":"article","venue":"Journal of Arid Land","topic":"Plant Water Relations and Carbon Dynamics","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Altitude (triangle); Effects of high altitude on humans; Plateau (mathematics); Precipitation; Nitrogen; Phosphorus; Horticulture; Stoichiometry; Botany; Agronomy; Environmental science; Chemistry; Biology; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004992263,0.0001018881,0.0001815893,0.00008343954,0.000251295,0.00002147294,0.0003354218,0.00002521918,0.001034748],"category_scores_gemma":[0.0000136184,0.00006267564,0.00009868261,0.0001668849,0.00007639134,0.0001006741,0.0002046272,0.0002984981,0.00001437067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001745013,"about_ca_system_score_gemma":0.00001273093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004094982,"about_ca_topic_score_gemma":0.0005001162,"domain_scores_codex":[0.9987662,0.00008539261,0.0003193437,0.0001047795,0.0005711621,0.0001530843],"domain_scores_gemma":[0.9993435,0.00006939912,0.0003545882,0.0001667939,0.000007403446,0.00005837563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002292992,0.0002206363,0.8111498,0.000007562822,0.00009912794,0.00006150574,0.0007560721,0.180799,0.004559799,0.0003682022,0.0004259908,0.001322918],"study_design_scores_gemma":[0.001243301,0.0009887165,0.9729249,0.00004397845,0.00009979034,0.0005753385,0.0001943197,0.009430083,0.001369753,0.001698985,0.01114786,0.0002829393],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961338,0.00009129763,0.00004108053,0.0008791021,0.0002599055,0.00006798705,0.00004144394,0.000004371647,0.002481004],"genre_scores_gemma":[0.9987959,0.00003750079,0.00008164832,0.00009400866,0.00004372373,0.000001445051,0.00000541749,0.000008272796,0.0009321106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.171369,"threshold_uncertainty_score":0.9998785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006449127055375562,"score_gpt":0.188064241974538,"score_spread":0.1816151149191624,"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."}}