{"id":"W4400789174","doi":"10.3114/fuse.2024.13.12","title":"New and Interesting Fungi. 7.","year":2024,"lang":"en","type":"article","venue":"Fungal Systematics and Evolution","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Natural Resources Canada; Canadian Forest Service","funders":"","keywords":"Biology; Computational biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001487762,0.0000721254,0.00009502943,0.00001314034,0.0001068979,0.0001707549,0.00003258509,0.00004640298,0.0002755878],"category_scores_gemma":[0.00005314956,0.000027368,0.00002531161,0.0001038251,0.000002438444,0.0001121369,0.00002752809,0.00007332696,0.0001424896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001612401,"about_ca_system_score_gemma":0.000004624055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005461412,"about_ca_topic_score_gemma":0.0001151716,"domain_scores_codex":[0.9995091,0.00003023161,0.0001525621,0.0001309066,0.00007341502,0.0001038128],"domain_scores_gemma":[0.9993073,0.0005535354,0.00002514022,0.00001965015,0.00001493778,0.00007947462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00005349824,0.0000440523,0.169475,0.003646018,0.0001564144,0.0000548177,0.001296501,0.00001466603,0.3711316,0.2587044,0.07173552,0.1236876],"study_design_scores_gemma":[0.0002893274,0.001836185,0.3770872,0.02717771,0.0006078437,0.006427011,0.006728354,0.2677232,0.001036924,0.06141241,0.2473115,0.00236239],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9746451,0.01767827,0.001426686,0.0004820435,0.0008728302,0.0002330492,0.0001782547,0.000146387,0.004337405],"genre_scores_gemma":[0.9983408,0.0001946623,0.0001689323,0.00001129567,0.0003471606,0.000003545745,0.00004524407,6.127716e-7,0.0008877254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3700946,"threshold_uncertainty_score":0.3017493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01357627983747711,"score_gpt":0.2087140275217687,"score_spread":0.1951377476842916,"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."}}