{"id":"W6911882794","doi":"10.5281/zenodo.13128033","title":"Triassospathodus symmetricus","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Coleoptera: Cerambycidae studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cusp (singularity); Chen; Chord (peer-to-peer); Cover (algebra)","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":[0.000056299,0.0003422985,0.0002198961,0.001038482,0.0009847423,0.0002896274,0.0002732445,0.0001468067,0.02595407],"category_scores_gemma":[0.0001031324,0.0001470747,0.0001299208,0.000665525,0.0002654225,0.0004251636,0.00062912,0.000311379,0.007984591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004401449,"about_ca_system_score_gemma":0.0002954913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01109487,"about_ca_topic_score_gemma":0.03844315,"domain_scores_codex":[0.9999176,0.000005674201,0.000006068818,0.00002983035,0.00002981186,0.0000109906],"domain_scores_gemma":[0.9999492,0.000004044559,0.00001414745,0.000006463854,0.00001196047,0.00001414926],"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":[0.0008066721,0.0002695386,0.10118,0.0008015861,0.0001381222,0.002572696,0.002278697,0.0003426137,0.1253009,0.007711408,0.0692338,0.689364],"study_design_scores_gemma":[0.00007052657,0.0003452498,0.5929879,0.0001327458,0.00009339734,0.007850379,0.001454392,0.0004970228,0.007728449,0.001679572,0.3871215,0.00003888868],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5088513,0.00366664,0.003618754,0.0004252833,0.0002261972,0.0002479142,0.006459115,0.0007635072,0.4757412],"genre_scores_gemma":[0.9012417,0.001313304,0.002595147,0.00030636,0.00005391648,0.00005789493,0.005198352,0.0001018948,0.08913135],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02595407,"threshold_uncertainty_score":0.08682501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03972174972409399,"score_gpt":0.2197681009010324,"score_spread":0.1800463511769383,"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."}}