{"id":"W4225316179","doi":"10.3389/ffgc.2022.831663","title":"Beech Bark Disease in an Unmanaged Temperate Forest: Patterns, Predictors, and Impacts on Ecosystem Function","year":2022,"lang":"en","type":"article","venue":"Frontiers in Forests and Global Change","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; University of Toronto","keywords":"Beech; Diameter at breast height; Abiotic component; Deciduous; Biology; Evergreen; Ecology; Forestry; Geography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0003081747,0.0002329174,0.0001728563,0.0005243574,0.000438098,0.000634993,0.0002591768,0.0002555716,0.0004643451],"category_scores_gemma":[0.0004422334,0.000127324,0.0001847795,0.0007146039,0.0003151889,0.0002558034,0.0002994359,0.000238938,0.00009807695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00128865,"about_ca_system_score_gemma":0.0008057038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3383601,"about_ca_topic_score_gemma":0.6752413,"domain_scores_codex":[0.9998016,0.00002557633,0.00001522711,0.00005574857,0.00003594465,0.00006581064],"domain_scores_gemma":[0.9995215,0.00004517259,0.0001779316,0.0000244588,0.00007259,0.0001584595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001342334,0.00001241317,0.9991047,0.000002360327,0.000009096511,0.00001878368,0.00006078373,0.00002547829,0.0002345232,0.000003273517,0.00002462022,0.0004905572],"study_design_scores_gemma":[4.203356e-7,0.000005238942,0.9997469,0.000001081164,0.000002014056,0.00001074818,0.0001079787,0.00008537833,0.000008102013,0.000002219675,0.00002940862,5.925489e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996694,0.00008788242,0.00002108518,0.0000138668,8.596026e-7,0.00000250637,0.0001149223,0.00000128746,0.00008823438],"genre_scores_gemma":[0.9995084,0.00007627236,0.00005364149,0.00001116424,0.000002684464,0.000002446453,0.0002404618,6.182735e-7,0.0001043048],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3383601,"threshold_uncertainty_score":0.6727812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009128859512552061,"score_gpt":0.2090049400186533,"score_spread":0.1998760805061013,"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."}}