{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001512457,0.0009675666,0.00175353,0.002712936,0.0002093345,0.001002381,0.0008651126,0.0009154154,0.001140489],"category_scores_gemma":[0.001946588,0.0003333719,0.001059973,0.003692574,0.000410194,0.001203988,0.0007689638,0.0007862123,0.0003840262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008187715,"about_ca_system_score_gemma":0.002495187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004874132,"about_ca_topic_score_gemma":0.008416809,"domain_scores_codex":[0.9996995,0.00006132874,0.00004610682,0.00009358564,0.00007775285,0.00002185928],"domain_scores_gemma":[0.9990221,0.000425986,0.0002124356,0.00003425614,0.0002519948,0.0000531624],"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":[0.00009541748,0.00001983416,0.002144257,0.04699526,0.001180665,0.0001069967,0.00009688311,0.0009913818,0.001427788,0.00192481,0.008357982,0.9366587],"study_design_scores_gemma":[0.00005669608,0.0003017159,0.02874776,0.02742634,0.005716496,0.001599696,0.0003291388,0.0009548825,0.002727462,0.00643636,0.925568,0.0001354703],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003638375,0.998844,0.0001519376,0.0002086247,0.00006933042,0.00000319712,0.00004888049,0.000005699167,0.0003044619],"genre_scores_gemma":[0.002619533,0.9968531,0.0001921048,0.0001098669,0.00005283769,0.000003463989,0.00005681348,0.000001594089,0.0001107236],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004874132,"threshold_uncertainty_score":0.009691536,"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."}}