{"id":"W6969050444","doi":"10.5281/zenodo.5025913","title":"Liogenys schneiderae Cherman & Basílio & Mise & Frisch & Smith & Almeida 2021, new species","year":2021,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Museum of Nature","funders":"","keywords":"Holotype; Paratype; Type (biology); Taxonomic key","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002144655,0.0007660719,0.0004481784,0.001831237,0.001606444,0.0004512231,0.0007877155,0.000433367,0.01379668],"category_scores_gemma":[0.0003319549,0.0002900547,0.0002014159,0.001594853,0.001016209,0.001290658,0.0005959509,0.0007826758,0.002739521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001379327,"about_ca_system_score_gemma":0.001491655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04047517,"about_ca_topic_score_gemma":0.1352727,"domain_scores_codex":[0.9998388,0.0000116473,0.00001220547,0.0000394056,0.00006690945,0.0000310395],"domain_scores_gemma":[0.9998242,0.00002653594,0.00005687093,0.00001815329,0.00005420067,0.00002001533],"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":[0.0004453675,0.0001109908,0.02916902,0.0009562139,0.00008662568,0.001511509,0.003312124,0.0004528696,0.009333981,0.006525886,0.04711851,0.900977],"study_design_scores_gemma":[0.0001520316,0.0003630132,0.3104607,0.0008794341,0.0002538907,0.0104212,0.004025959,0.0009742227,0.001683675,0.002078463,0.6686301,0.00007726483],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3988694,0.05635831,0.0081188,0.002002702,0.001398308,0.001287691,0.005624339,0.002000704,0.5243397],"genre_scores_gemma":[0.9060827,0.02060609,0.01016092,0.001219509,0.0008019477,0.000498536,0.004494351,0.0001120275,0.05602388],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04047517,"threshold_uncertainty_score":0.08047915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04159917331052397,"score_gpt":0.2140531295632665,"score_spread":0.1724539562527426,"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."}}