{"id":"W6893888372","doi":"10.5281/zenodo.5950891","title":"Bisnius Stephens 1829","year":2018,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Subterranean biodiversity and taxonomy","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Homonym (biology); Synonym (taxonomy); Subgenus; Genus; Key (lock); Type species","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":[0.0001061556,0.0005692759,0.0001679029,0.00112115,0.000897655,0.000231314,0.0001989576,0.0002901697,0.007053692],"category_scores_gemma":[0.0002470764,0.0001354433,0.00007715803,0.0004989243,0.0004658199,0.0005877556,0.000665888,0.0002855356,0.003560617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006204297,"about_ca_system_score_gemma":0.000335377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01079781,"about_ca_topic_score_gemma":0.02540589,"domain_scores_codex":[0.9998704,0.00001530192,0.000014926,0.00003380619,0.00004995836,0.00001562276],"domain_scores_gemma":[0.9998888,0.000009419829,0.00005412968,0.000005347454,0.0000241262,0.00001822373],"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":[0.0005000534,0.0001301939,0.1402997,0.001540981,0.00006025894,0.003577613,0.004586296,0.0006539901,0.02558014,0.007642132,0.06609159,0.7493371],"study_design_scores_gemma":[0.00003487565,0.0002752976,0.2934608,0.0007940579,0.00007665859,0.007064627,0.001856164,0.0004323252,0.002134866,0.001446566,0.6923929,0.00003085047],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.588939,0.03759144,0.003551474,0.001111702,0.001549451,0.0004718607,0.004461765,0.0005819324,0.3617414],"genre_scores_gemma":[0.9629843,0.006826083,0.002718318,0.0005254394,0.0002619955,0.00007863501,0.0018857,0.00002366642,0.02469587],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01079781,"threshold_uncertainty_score":0.023597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06648214011424183,"score_gpt":0.2062760500546989,"score_spread":0.139793909940457,"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."}}