{"id":"W4380077697","doi":"10.1111/gcb.16813","title":"Mapping global soil acidification under N deposition","year":2023,"lang":"en","type":"review","venue":"Global Change Biology","topic":"Soil Carbon and Nitrogen Dynamics","field":"Agricultural and Biological Sciences","cited_by":116,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Terrestrial ecosystem; Ecosystem; Soil acidification; Environmental science; Wetland; Deposition (geology); Environmental chemistry; Soil water; Biodiversity; Soil pH; Grassland; Global change; Nutrient; Ecology; Soil science; Chemistry; Climate change; Biology; Structural basin","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":[0.0001809695,0.000383529,0.0008012926,0.00001726594,0.0001400239,0.0000471744,0.0004151362,0.0008328173,0.00004384347],"category_scores_gemma":[0.00003002208,0.0001576882,0.0004309874,0.001170598,0.00007564168,0.0000469641,0.0001876949,0.0001498977,0.0005966713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004364297,"about_ca_system_score_gemma":0.00002723008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001516345,"about_ca_topic_score_gemma":0.00241257,"domain_scores_codex":[0.9980949,0.0002639539,0.0004134979,0.0005998709,0.0001283662,0.000499429],"domain_scores_gemma":[0.9993401,0.00008048242,0.0002845718,0.0001103924,0.00005826311,0.0001262149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003256679,0.00002217121,0.0003936875,0.0003421305,0.00006724978,0.000005269464,0.000003678686,1.527374e-8,0.000005934713,0.001835137,0.0001436529,0.9971778],"study_design_scores_gemma":[0.0001614069,0.0003092581,0.01114877,0.002099918,0.0004000653,0.0002534711,0.0002091888,0.00010732,6.109597e-7,0.006938558,0.9770706,0.001300842],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004832737,0.9907805,0.00001407778,0.0002160871,0.0009420742,0.0005971529,0.001625065,0.000360407,0.0006319396],"genre_scores_gemma":[0.001660053,0.9918826,0.00002104443,0.0002804077,0.00131004,0.0002293675,0.004591587,0.000002471163,0.00002239121],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.995877,"threshold_uncertainty_score":0.7669201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.186162615848352,"score_gpt":0.3441257432382903,"score_spread":0.1579631273899383,"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."}}