{"id":"W6887369332","doi":"10.15468/eabryj","title":"Virginia Tech University, Massey Herbarium - Fungi","year":2022,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Herbarium; Tundra; National museum; Virginia tech; Collection development; Botanical garden; Flora (microbiology)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007331242,0.001022177,0.0007888163,0.004778686,0.002257917,0.003166541,0.001177295,0.0005816297,0.4267479],"category_scores_gemma":[0.001581151,0.0004954757,0.0002676185,0.00513221,0.0003628478,0.002264164,0.002081099,0.001570677,0.3257684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001343546,"about_ca_system_score_gemma":0.001998005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007820938,"about_ca_topic_score_gemma":0.02836959,"domain_scores_codex":[0.9993648,0.00006247879,0.00005551332,0.0001552009,0.0003148678,0.00004718251],"domain_scores_gemma":[0.9988149,0.0000841937,0.00008855078,0.0002668199,0.0005110862,0.0002344205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003276697,0.00005110601,0.0005141313,0.0001604744,0.000005272947,0.0001322318,0.00008137656,0.00003403297,0.001419647,0.003331622,0.8766708,0.1175665],"study_design_scores_gemma":[0.000004473251,0.000005300366,0.0008886062,0.00006224758,0.000001733629,0.00005774099,0.00002201417,0.00002058597,0.0001417471,0.0003840617,0.9984079,0.000003608674],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"dataset","genre_scores_codex":[0.002402402,0.00703853,0.002390974,0.003020264,0.002257937,0.0003498484,0.0531262,0.005677171,0.9237366],"genre_scores_gemma":[0.00547951,0.007353025,0.008698961,0.001196633,0.0008177526,0.0002598913,0.04267833,0.001599953,0.9319159],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.4267479,"threshold_uncertainty_score":0.8176746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0110563886255455,"score_gpt":0.2044722215581352,"score_spread":0.1934158329325897,"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."}}