{"id":"W6949476196","doi":"10.5281/zenodo.15021168","title":"Euura malaisei","year":2025,"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":"University of Guelph","funders":"","keywords":"Seta; Holotype; Thorax (insect anatomy); Sternum; Dorsum; Tarsus (eyelids)","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002240209,0.00006729349,0.00006576679,0.00002343525,0.001536742,0.000406234,0.0004321635,0.00004153706,0.0114807],"category_scores_gemma":[0.0001602275,0.00003491202,0.00003900241,0.0004722567,0.00005380309,0.0001134659,0.0004111161,0.00009668136,0.002135963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005359303,"about_ca_system_score_gemma":7.607495e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002451739,"about_ca_topic_score_gemma":0.00000218115,"domain_scores_codex":[0.99927,0.0001018521,0.0001171193,0.0002125828,0.0001087294,0.0001896655],"domain_scores_gemma":[0.9996247,0.00002125085,0.00003304899,0.00007315066,0.0001837106,0.00006419413],"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":[0.00003725031,0.00007673381,0.00008063853,0.000008751213,0.000009888123,0.000002266901,0.00003006961,0.000002892681,0.008467974,0.01034276,0.07438982,0.9065509],"study_design_scores_gemma":[0.0001057793,0.00007348488,0.01660071,0.0000116659,0.000004551562,0.000007473112,0.0001113645,0.00004000513,0.0008021092,0.0003082121,0.9818639,0.00007070314],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7057415,0.0000726395,0.0006724886,0.003093644,0.00009522143,0.0002825533,0.0002034097,0.0005971185,0.2892415],"genre_scores_gemma":[0.9980381,0.00001618299,0.00002300707,0.00021456,0.00007584976,2.728999e-8,0.001236668,0.000006026388,0.0003895933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9074741,"threshold_uncertainty_score":0.9997631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02727484464086977,"score_gpt":0.2191248853373285,"score_spread":0.1918500406964587,"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."}}