{"id":"W2791337210","doi":"10.1016/j.soilbio.2018.01.029","title":"Climate change favours specific fungal communities in boreal peatlands","year":2018,"lang":"en","type":"article","venue":"Soil Biology and Biochemistry","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":69,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Western University","keywords":"Decomposer; Peat; Boreal; Environmental science; Climate change; Ecology; Ascomycota; Ecosystem; Global warming; Basidiomycota; Biology; 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":[0.0002112928,0.0001261661,0.0001486142,0.00002196073,0.0001496144,0.00001080918,0.0001571946,0.0002114704,0.0004264776],"category_scores_gemma":[0.00000520869,0.0001014289,0.0000236683,0.00007805199,0.0008823712,0.00003865203,0.0002367371,0.0001539446,0.00004136283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002841222,"about_ca_system_score_gemma":0.000003725262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004148381,"about_ca_topic_score_gemma":0.001004148,"domain_scores_codex":[0.999212,0.00004641557,0.0001312154,0.0002115194,0.00003622749,0.0003626542],"domain_scores_gemma":[0.9996787,0.00003589013,0.00003967612,0.0001755968,0.000004688144,0.00006545789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005312077,0.00003520168,0.9854921,0.000005962887,0.000003385336,0.000007715369,0.0002996686,5.12532e-8,0.004147789,0.00006132881,0.0007019925,0.009191746],"study_design_scores_gemma":[0.0006936254,0.0001997259,0.9812421,0.00001762753,0.000005426637,0.00006286601,0.0004583727,0.00006056768,0.007917527,0.0005062401,0.008606741,0.0002292245],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9697725,0.0002159195,0.000001483218,0.0003107991,0.00008721788,0.00004624823,0.00003631819,0.00002115687,0.02950842],"genre_scores_gemma":[0.9981669,0.000899106,0.00003480314,0.0002937975,0.0002611539,0.00001687487,0.0002327197,0.000005197722,0.00008943476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02941898,"threshold_uncertainty_score":0.4669631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0167789869029767,"score_gpt":0.2444148957193255,"score_spread":0.2276359088163488,"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."}}