{"id":"W2909996064","doi":"10.1111/gcb.14567","title":"Plant diversity loss reduces soil respiration across terrestrial ecosystems","year":2019,"lang":"en","type":"article","venue":"Global Change Biology","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":109,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"Natural Sciences and Engineering Research Council of Canada; Government of Ontario","keywords":"Terrestrial ecosystem; Ecosystem; Environmental science; Soil respiration; Diversity (politics); Plant diversity; Respiration; Ecology; Biodiversity; Agroforestry; 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":[],"consensus_categories":[],"category_scores_codex":[0.000206082,0.0001306259,0.0001905063,0.000004733038,0.0001869527,0.00003005368,0.0002650278,0.0002268774,0.00009177282],"category_scores_gemma":[0.00001993455,0.00005453092,0.0000890449,0.0001647476,0.00005258061,0.00007739077,0.0003053749,0.00006777851,0.0001698269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007593932,"about_ca_system_score_gemma":0.000005410232,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007772171,"about_ca_topic_score_gemma":0.01450553,"domain_scores_codex":[0.998967,0.0001140579,0.0001479697,0.0003159395,0.0001043542,0.0003506622],"domain_scores_gemma":[0.9996955,0.00004313569,0.00009530844,0.00005924868,0.00002654541,0.00008019798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002222839,0.00003810721,0.9783726,0.000003637995,0.00001862014,0.000007246769,0.0001066145,2.248601e-7,0.006796955,0.0003539678,0.000240377,0.0138394],"study_design_scores_gemma":[0.00127967,0.001783777,0.9545254,0.00003346259,0.00002533144,0.00007619894,0.0007637027,0.001501871,0.001036445,0.001210111,0.03704409,0.0007199898],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959306,0.0001681266,2.735724e-7,0.0004207903,0.001630941,0.0002475055,0.001031684,0.00007670323,0.0004933419],"genre_scores_gemma":[0.9980371,0.00003302614,0.000002841356,0.0003188959,0.001081754,0.00001064854,0.0004844238,4.685374e-7,0.00003087084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03680371,"threshold_uncertainty_score":0.9988351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.054325145999001,"score_gpt":0.2644600818804889,"score_spread":0.2101349358814879,"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."}}