{"id":"W2923010662","doi":"10.1038/s41467-019-09258-y","title":"Meta-analysis shows positive effects of plant diversity on microbial biomass and respiration","year":2019,"lang":"en","type":"review","venue":"Nature Communications","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":446,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China; Deutsche Forschungsgemeinschaft; National Science Foundation","keywords":"Biomass (ecology); Ecosystem; Microorganism; Terrestrial ecosystem; Monoculture; Biology; Ecology; Environmental science; Terrestrial plant; Respiration; Agronomy; Bacteria; Botany","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":[0.0002096063,0.0002110377,0.001256309,0.00007650138,0.00025129,0.00002711898,0.0007896561,0.000533648,0.00001421744],"category_scores_gemma":[0.00005533443,0.00007918286,0.00121073,0.0007094436,0.00008280067,0.00003449072,0.0007065782,0.0005522324,0.000005516098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003700728,"about_ca_system_score_gemma":0.00001253736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003561692,"about_ca_topic_score_gemma":0.005482755,"domain_scores_codex":[0.9986838,0.000542514,0.000250726,0.0002574163,0.0001622662,0.0001032782],"domain_scores_gemma":[0.9974223,0.001686815,0.0003389493,0.0004186428,0.00008988739,0.00004341219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0001262704,0.001826131,0.001444807,0.006113389,0.4393626,0.00001485409,0.0004728038,0.000002133502,0.002492513,0.02101148,0.001744154,0.5253888],"study_design_scores_gemma":[0.0001481499,0.0003473544,0.003412867,0.0003656168,0.571095,0.000007926567,0.00001617294,0.00008828857,0.0001038908,0.00005952271,0.4236985,0.0006567073],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001979936,0.9952367,2.923538e-7,0.0001574516,0.00005021107,0.0005525423,0.001820928,0.00001793472,0.0001840101],"genre_scores_gemma":[0.02190993,0.9748325,0.00008266968,0.0001450909,0.00002317861,0.00002402843,0.002912733,0.000001513025,0.00006830487],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5247321,"threshold_uncertainty_score":0.4115982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1049309300086332,"score_gpt":0.3108149355235537,"score_spread":0.2058840055149205,"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."}}