{"id":"W2887160580","doi":"10.3897/mycokeys.38.27041","title":"Validation of two Amanita species from eastern North America: A. rhacopus sp. nov. and A. variicolor sp. nov.","year":2018,"lang":"en","type":"article","venue":"MycoKeys","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Royal Ontario Museum; Centre Intégré de Santé et de Services Sociaux des Laurentides; NanoQuébec (Canada)","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Amanita; Circumscription; Genus; Biology; Mushroom; Identification (biology); Key (lock); Geography; Zoology; Ecology; Botany; Computer science; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00006377966,0.0001467667,0.000204155,0.00002010143,0.0001632108,0.00007554026,0.0001809367,0.00005427549,0.01049516],"category_scores_gemma":[0.00007617696,0.00006577728,0.00005877145,0.0002250495,0.0000423739,0.0001754402,0.00008160028,0.0001015896,0.001522131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001314702,"about_ca_system_score_gemma":0.000005903551,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00750784,"about_ca_topic_score_gemma":0.001604958,"domain_scores_codex":[0.999046,0.00005914992,0.000239063,0.0002805054,0.000172692,0.0002026304],"domain_scores_gemma":[0.9989329,0.0006450236,0.0001441762,0.00008241364,0.0001091133,0.00008636843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009844693,0.0001276692,0.6436821,0.000006932928,0.00004493306,0.000007099669,0.0003565202,0.000004671323,0.3364942,0.0002646512,0.007469662,0.01144311],"study_design_scores_gemma":[0.0002974291,0.001032195,0.6312071,0.0001232501,0.0001303317,0.00002364446,0.000875361,0.0008679212,0.04888115,0.001239829,0.314661,0.0006607655],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99002,0.00009159381,0.00007295447,0.0003498217,0.0004399576,0.0001448626,0.001455313,0.00004132469,0.007384173],"genre_scores_gemma":[0.9953904,0.0001477089,0.000312495,0.0002301734,0.001024193,0.000006530808,0.001458072,0.000001505369,0.001428952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3071914,"threshold_uncertainty_score":0.9992553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01916840312539364,"score_gpt":0.2182347960177283,"score_spread":0.1990663928923347,"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."}}