{"id":"W4293463323","doi":"10.1007/s10533-022-00968-y","title":"Element stoichiometry and nutrient limitation in bog plant and lichen species","year":2022,"lang":"en","type":"article","venue":"Biogeochemistry","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University","funders":"Academia Oamenilor de Știință din România","keywords":"Bog; Ombrotrophic; Deposition (geology); Hydrology (agriculture); Environmental science; Ecology; Biology; Peat; Geology; Sediment","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001408123,0.00007132241,0.00008198563,0.00003072424,0.0001022927,0.00001254259,0.00006526775,0.00002848517,0.0006813574],"category_scores_gemma":[0.00001379378,0.00007049625,0.00001075537,0.0001233809,0.00006224096,0.0000277223,0.000297142,0.00008512795,0.000004110022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009535164,"about_ca_system_score_gemma":0.00000515972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008739023,"about_ca_topic_score_gemma":0.00006658497,"domain_scores_codex":[0.9993882,0.00001701953,0.0001079757,0.0002117093,0.0001235893,0.0001514725],"domain_scores_gemma":[0.9997972,0.00003128144,0.00003656929,0.00008173037,0.000001212683,0.00005203465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000228584,0.00007728725,0.9557353,0.000009920615,0.000004325581,0.00001642064,0.0002851591,0.000008680302,0.03951343,0.00005265881,0.003913491,0.0003604339],"study_design_scores_gemma":[0.000718448,0.00008228014,0.9200971,0.000004074144,0.000006472541,0.00004289868,0.000763873,0.0002380602,0.007066061,0.0004430627,0.07037684,0.0001608461],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955851,0.0001838979,0.000003921602,0.0003876105,0.0000234432,0.00006785589,0.00007618118,0.000009151323,0.003662866],"genre_scores_gemma":[0.9990785,0.0001084947,0.00008192124,0.0001191924,0.00001933221,0.00003165931,0.0001441276,0.000003417365,0.0004134168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06646335,"threshold_uncertainty_score":0.7460386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008914545306366832,"score_gpt":0.1945100043345771,"score_spread":0.1855954590282103,"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."}}