{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000704002,0.0001048404,0.0001258384,0.0000560082,0.004669069,0.0003497162,0.0008267027,0.0000232343,0.03027836],"category_scores_gemma":[0.0004083769,0.00005624485,0.00006676,0.001178138,0.00005638942,0.00009330938,0.002068621,0.000235558,0.001553967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000147951,"about_ca_system_score_gemma":7.475205e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004808257,"about_ca_topic_score_gemma":0.000001719244,"domain_scores_codex":[0.9983116,0.0004315316,0.0001751444,0.0003472746,0.0004147174,0.0003196995],"domain_scores_gemma":[0.999447,0.00006528981,0.00007887203,0.0001090633,0.0001977823,0.0001019448],"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":[0.00004289756,0.0001099187,0.00002135651,0.000003378603,0.00001584288,0.0000122454,0.0002437684,0.00001385322,0.003083588,0.00023563,0.02398003,0.9722375],"study_design_scores_gemma":[0.0002272264,0.0005077502,0.04604028,0.000002411858,0.000007430262,0.00007098373,0.0007640078,0.00005132139,0.0001534985,0.0001470312,0.9518815,0.0001465778],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.185243,0.0002716823,0.00003431117,0.003547421,0.0002529518,0.0005733614,0.0005571892,0.001056229,0.8084638],"genre_scores_gemma":[0.9983491,0.00003365155,0.00003459135,0.0002046704,0.0001774162,1.261354e-7,0.00070785,0.0000498359,0.0004427517],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9720909,"threshold_uncertainty_score":0.9992234,"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."}}