{"id":"W2902191849","doi":"10.1080/00275514.2018.1515410","title":"The protochecklist of North American nonlichenized Fungi","year":2018,"lang":"en","type":"article","venue":"Mycologia","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Directorate for Biological Sciences; National Science Foundation","keywords":"Taxon; Taxonomy (biology); Checklist; Biology; Taxonomic rank; Nomenclature; Ecology; Zoology; Library science; Paleontology; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004695363,0.000359866,0.0002165133,0.002670384,0.005248853,0.002131002,0.0008027595,0.0004163714,0.007839434],"category_scores_gemma":[0.0008787492,0.0002450726,0.0001700855,0.003399366,0.002688368,0.002028801,0.001686017,0.001284626,0.001370891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001988697,"about_ca_system_score_gemma":0.003085399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04464257,"about_ca_topic_score_gemma":0.1771945,"domain_scores_codex":[0.999428,0.00007467173,0.00004267036,0.0001472954,0.0001992203,0.0001082302],"domain_scores_gemma":[0.9989551,0.0001634702,0.0002414251,0.0001426854,0.0003411771,0.0001561737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004555532,0.00008802704,0.1164737,0.0008294663,0.00002825606,0.001830271,0.04061182,0.0002576088,0.01444836,0.04218111,0.04645923,0.7363365],"study_design_scores_gemma":[0.000008440857,0.0000739835,0.2860314,0.0003125131,0.00002851287,0.002523685,0.01192001,0.000234814,0.001244075,0.003213015,0.6943715,0.00003804231],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.52148,0.02025835,0.01434224,0.003126849,0.001160581,0.0006778632,0.005487893,0.0005969071,0.4328693],"genre_scores_gemma":[0.8626581,0.01644485,0.03794931,0.001104953,0.0004308627,0.0003431532,0.003859245,0.0002293184,0.07698022],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04464257,"threshold_uncertainty_score":0.08876544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009983274533635782,"score_gpt":0.2268708209288405,"score_spread":0.2168875463952047,"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."}}