{"id":"W6968753336","doi":"10.5281/zenodo.15284279","title":"Acilius;Aethionectes;Graphoderus;Homaeolytrus;Homoeolytrus;Rhantaticus;Sandracottus;Thermonectus;Thermonetus;Tikoloshanes","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":"Laurentian University","funders":"","keywords":"Seta; Instar; Holarctic; Larva; Dorsum; Chaetotaxy","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":[0.00005885299,0.0007857218,0.0002305916,0.002708038,0.0006603465,0.0002459539,0.0004093446,0.0003019293,0.054772],"category_scores_gemma":[0.000147801,0.0001352325,0.0001173921,0.001164251,0.0004612804,0.0004782001,0.0005677473,0.0003031739,0.01386081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004688804,"about_ca_system_score_gemma":0.0002841729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007003918,"about_ca_topic_score_gemma":0.02166622,"domain_scores_codex":[0.9999448,0.000007242359,0.000004652621,0.00001926116,0.00001502849,0.000009016691],"domain_scores_gemma":[0.9998999,0.00001401048,0.00004422487,0.000007527306,0.00001741849,0.00001693534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000774706,0.0001904899,0.2093169,0.00131016,0.00007390974,0.0008259629,0.00232515,0.0007251632,0.04068414,0.004184841,0.02785033,0.7117382],"study_design_scores_gemma":[0.00004148825,0.0003634445,0.7139041,0.0003389672,0.00005210674,0.001702052,0.001782061,0.0004630728,0.003534974,0.0009652527,0.2768236,0.00002882288],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3918168,0.007293721,0.003534441,0.000409038,0.0003151762,0.0006423492,0.01496876,0.0009856933,0.580034],"genre_scores_gemma":[0.8581908,0.00413501,0.01346851,0.0002097765,0.0001551398,0.0003228454,0.0100807,0.0001800081,0.1132572],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.054772,"threshold_uncertainty_score":0.1832306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02340332963835729,"score_gpt":0.2200887513129471,"score_spread":0.1966854216745898,"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."}}