{"id":"W6968658715","doi":"10.5281/zenodo.5025889","title":"Liogenys clipeosetosa Cherman 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 locality; Genus","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":[0.0001379257,0.0004079459,0.0002850645,0.001375876,0.001346601,0.0003132808,0.0006606807,0.0002850401,0.006730678],"category_scores_gemma":[0.000197971,0.000167453,0.000150444,0.001371404,0.0004924724,0.0008503671,0.0005029054,0.0005201098,0.0012623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008115465,"about_ca_system_score_gemma":0.000838334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02414807,"about_ca_topic_score_gemma":0.1084537,"domain_scores_codex":[0.9998932,0.000006614762,0.000005600988,0.0000370371,0.00003306612,0.00002453991],"domain_scores_gemma":[0.9999022,0.00001362753,0.00002961763,0.00001010252,0.00003150787,0.00001300356],"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":[0.0005641286,0.0001733716,0.04944051,0.0006697737,0.00009474104,0.003826472,0.004657782,0.0005258783,0.02458517,0.006201883,0.03559783,0.8736625],"study_design_scores_gemma":[0.0001286201,0.0005137096,0.5667627,0.000390169,0.0002114019,0.01673562,0.004172574,0.001338635,0.002536673,0.001779066,0.4053614,0.00006945233],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8017309,0.01166667,0.004592004,0.000972117,0.0004918042,0.0007220014,0.0034511,0.0008639214,0.1755094],"genre_scores_gemma":[0.9577628,0.003700898,0.007323441,0.0007386311,0.0001982085,0.0002719369,0.003845908,0.00004379432,0.02611434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02414807,"threshold_uncertainty_score":0.04801506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04605210369170274,"score_gpt":0.2170989594644196,"score_spread":0.1710468557727169,"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."}}