{"id":"W4210471133","doi":"10.1016/j.pedobi.2022.150792","title":"Response of soil biodiversity to global change","year":2022,"lang":"en","type":"article","venue":"Pedobiologia","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ontario Forest Research Institute; Western University","funders":"","keywords":"Biodiversity; Environmental science; Global change; Ecosystem; Climate change; Soil biodiversity; Soil carbon; Land use, land-use change and forestry; Land use; Global warming; Ecosystem services; Soil functions; Environmental change; Soil water; Terrestrial ecosystem; Ecology; Agroforestry; Soil organic matter; Soil science; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002810902,0.0001360984,0.000159476,0.0006766962,0.0002009126,0.0005066881,0.0001511046,0.0003923005,0.002337917],"category_scores_gemma":[0.0009932569,0.00009450748,0.0001840023,0.0008613581,0.0005380507,0.0003667205,0.0005313025,0.000190886,0.0001845536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006652235,"about_ca_system_score_gemma":0.0001868673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006450727,"about_ca_topic_score_gemma":0.009679189,"domain_scores_codex":[0.9998629,0.00004005178,0.000006139153,0.00002811515,0.00001578427,0.00004701195],"domain_scores_gemma":[0.9995375,0.0001316752,0.0001170652,0.00003654048,0.00009386677,0.00008345969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009873317,0.0001062093,0.911414,0.0001988662,0.0003781789,0.0005480302,0.000659931,0.01608733,0.03276797,0.002831395,0.0009553658,0.03306539],"study_design_scores_gemma":[0.000007272934,0.00006047035,0.9946619,0.000005268669,0.00001549065,0.00007356219,0.0005426089,0.002365194,0.0004535886,0.0007950288,0.001015448,0.00000427929],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9969459,0.0002956987,0.0001742112,0.0002066892,0.000007777601,0.000002485264,0.0002533232,0.000006665833,0.002107304],"genre_scores_gemma":[0.9996301,0.0001153954,0.00003802038,0.0000185728,0.000003252624,0.000001058506,0.00005900798,0.000001531992,0.0001330506],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.006450727,"threshold_uncertainty_score":0.01282632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03664732518942795,"score_gpt":0.2307387455605499,"score_spread":0.1940914203711219,"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."}}