{"id":"W4210338653","doi":"10.3390/su14031617","title":"Glacier Retreat Results in Loss of Fungal Diversity","year":2022,"lang":"en","type":"article","venue":"Sustainability","topic":"Polar Research and Ecology","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"National Institute of Polar Research; Institute for Fermentation, Osaka","keywords":"Glacier; Arctic; Glacial period; Biodiversity; Ecology; Foreland basin; Physical geography; Biome; Geology; Ecosystem; Oceanography; Geography; Biology; Geomorphology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001398789,0.00005306424,0.0001050448,0.00003795281,0.0002566985,0.000002644657,0.0002914295,0.00002597492,0.002430629],"category_scores_gemma":[0.0008534708,0.00005407245,0.00004069445,0.0003630875,0.0003334511,0.00009654082,0.002825682,0.0002143859,0.00001609192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002431923,"about_ca_system_score_gemma":0.00006997975,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007182554,"about_ca_topic_score_gemma":0.001540897,"domain_scores_codex":[0.9986584,0.0002936701,0.0001464844,0.0002533962,0.0002973868,0.0003506561],"domain_scores_gemma":[0.9995071,0.00007798529,0.00003601827,0.0002879211,0.00001717388,0.00007375582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004141902,0.0001955585,0.9959795,0.00001187018,0.000001784526,0.00008343516,0.0008856833,0.0004978969,0.00002576389,0.00007479825,0.0006840912,0.00114545],"study_design_scores_gemma":[0.0004748908,0.0001887036,0.9867415,2.434149e-7,0.00000123546,0.000003226952,0.0008983291,0.00008774568,0.00007695256,0.007697324,0.003776919,0.00005296708],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946644,0.000008328643,0.000003041089,0.0009518311,0.00002901019,0.000226842,0.0000409388,0.000008614451,0.00406704],"genre_scores_gemma":[0.9987835,0.000001453717,0.00001447519,0.00002984794,0.000003688755,0.00001135657,0.00000478326,0.000002259799,0.001148625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009238016,"threshold_uncertainty_score":0.9994287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008514984522676248,"score_gpt":0.2474596835194343,"score_spread":0.2389446989967581,"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."}}