{"id":"W4221125287","doi":"10.1007/s13225-022-00500-5","title":"Forecasting the number of species of asexually reproducing fungi (Ascomycota and Basidiomycota)","year":2022,"lang":"en","type":"article","venue":"Fungal Diversity","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"State Key Laboratory of Functions and Applications of Medicinal Plants, Guizhou Medical University; Yunnan Provincial Science and Technology Department; National Natural Science Foundation of China","keywords":"Biology; Asexual reproduction; Taxon; Botany; Biodiversity; Mycology; Ascomycota; Ecology; Alternaria","routes":{"ca_aff":true,"ca_fund":false,"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":[0.00139424,0.0009540616,0.0007009589,0.006148966,0.0004777161,0.001754886,0.0008472452,0.001032754,0.001976196],"category_scores_gemma":[0.002791787,0.0003175781,0.0005515247,0.004250563,0.0004296557,0.00368372,0.0009987525,0.0007986865,0.002016027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000487031,"about_ca_system_score_gemma":0.0006508584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004973134,"about_ca_topic_score_gemma":0.005194654,"domain_scores_codex":[0.9987644,0.0001343077,0.0001282801,0.0004179555,0.0004054705,0.0001495699],"domain_scores_gemma":[0.9971153,0.0004777556,0.0007091411,0.0001563294,0.001149882,0.0003916557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001854009,0.0001045825,0.7477534,0.001606342,0.0001348506,0.0006466943,0.0004905034,0.002763832,0.007565503,0.001298419,0.01501187,0.2224385],"study_design_scores_gemma":[0.00002737291,0.0002227399,0.8396651,0.000753135,0.0004599776,0.0016764,0.003707143,0.03222225,0.006277858,0.004742969,0.1101188,0.0001262713],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7851222,0.09063796,0.0460527,0.002038854,0.0006991743,0.0004246418,0.0502655,0.001095191,0.02366391],"genre_scores_gemma":[0.8897244,0.0292253,0.03218237,0.0003712247,0.0004250608,0.0002469439,0.04486369,0.00007073444,0.002890222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006148966,"threshold_uncertainty_score":0.009888411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03538190550855894,"score_gpt":0.2049129567379732,"score_spread":0.1695310512294143,"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."}}