{"id":"W4205387758","doi":"10.20944/preprints202201.0216.v1","title":"Glacier Retreat Results in Loss of Fungal Diversity","year":2022,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Polar Research and Ecology","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Center for Northern Studies","funders":"Natural Sciences and Engineering Research Council of Canada; International Arctic Science Committee; National Institute of Polar Research; Japan Society for the Promotion of Science; Canada First Research Excellence Fund; ArcticNet; Ministry of Education, Culture, Sports, Science and Technology; Parks Canada; Ritsumeikan University; Université Laval","keywords":"Glacier; Arctic; Glacial period; Biodiversity; Physical geography; Ecology; Foreland basin; Habitat; Geology; Oceanography; Geography; Biology; Geomorphology","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":[0.0003199812,0.000326121,0.0003189541,0.0005981384,0.0008048533,0.0009671006,0.0002114906,0.0003616024,0.002779752],"category_scores_gemma":[0.0005011812,0.0001588143,0.0004152338,0.0008313947,0.0004646542,0.0002121692,0.0005727461,0.0005668398,0.0005185726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009861164,"about_ca_system_score_gemma":0.001035564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07147621,"about_ca_topic_score_gemma":0.1450467,"domain_scores_codex":[0.9997267,0.00002362735,0.0000106824,0.00006779167,0.00006260975,0.0001085235],"domain_scores_gemma":[0.999602,0.00004143841,0.0001123756,0.00003180379,0.00005713523,0.0001553163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00183297,0.0001628803,0.6966343,0.0001174428,0.000165989,0.00120431,0.0007176806,0.0006104967,0.2729035,0.0001991985,0.002366584,0.02308461],"study_design_scores_gemma":[0.000005552762,0.00005966514,0.9948656,0.000006986764,0.00001154334,0.0001367315,0.0004660202,0.0001005028,0.003296549,0.00003496108,0.001010974,0.000005076303],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982615,0.0003295238,0.00005175346,0.00007909439,0.00001469504,0.000002991551,0.000392411,0.00001754029,0.0008505727],"genre_scores_gemma":[0.9973817,0.0002173472,0.0001373037,0.0001302144,0.000006478858,0.00000422869,0.0009937641,0.00001729415,0.001111665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07147621,"threshold_uncertainty_score":0.1421204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1079517546962552,"score_gpt":0.3354996375561902,"score_spread":0.2275478828599349,"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."}}