{"id":"W4393126515","doi":"10.1007/s10533-024-01120-8","title":"Inconsistent recovery of nitrogen cycling after feral ungulate removal across three tropical island ecosystems","year":2024,"lang":"en","type":"article","venue":"Biogeochemistry","topic":"Wildlife Ecology and Conservation","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"University of Hawai'i at Mānoa; Strategic Environmental Research and Development Program; National Institute of Food and Agriculture; U.S. Department of Agriculture","keywords":"Ungulate; Cycling; Ecosystem; Environmental science; Nitrogen cycle; Ecology; Tropics; Terrestrial ecosystem; Hydrology (agriculture); Nitrogen; Geography; Forestry; Habitat; Biology; Geology; Chemistry","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":[0.0001393367,0.0001222978,0.0001486914,0.00001090319,0.00005900857,0.00003130963,0.0001245625,0.0001801887,0.0009386248],"category_scores_gemma":[0.00003062302,0.0001125517,0.0001173182,0.0001181009,0.0001334853,0.00009878779,0.0001314291,0.0001274603,0.0001726156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001034155,"about_ca_system_score_gemma":0.00002433588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001803956,"about_ca_topic_score_gemma":0.001048837,"domain_scores_codex":[0.9990335,0.00002141265,0.0002699056,0.0003008398,0.0001482347,0.0002260692],"domain_scores_gemma":[0.9996181,0.00005327814,0.0000525631,0.0002118584,0.00000765897,0.00005656007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007555393,0.00002777692,0.9753887,0.00006912731,0.00004223669,0.00008459589,0.00004033515,0.00001728378,0.02279994,0.00001257871,0.0009368655,0.0005049959],"study_design_scores_gemma":[0.0004884236,0.00007504832,0.9281638,0.000214556,0.00007244656,0.0003022815,0.00006002577,0.003016662,0.05445745,0.006360113,0.006363216,0.0004260132],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974265,0.0003144766,0.00004877602,0.0001847545,0.0002828631,0.00008234721,0.00009592021,0.0000432335,0.001521133],"genre_scores_gemma":[0.9991262,0.000008955655,0.0001863362,0.00008968817,0.0001376775,0.00001924188,0.00003111751,0.00001012195,0.0003906925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04722495,"threshold_uncertainty_score":0.9999747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007986200694110815,"score_gpt":0.222505358022843,"score_spread":0.2145191573287321,"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."}}