{"id":"W6968532119","doi":"10.5281/zenodo.15020764","title":"Euura collactanea","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Parasite Biology and Host Interactions","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Natural (archaeology); Type (biology); Identification (biology)","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":[0.00009985849,0.0004885484,0.0002369561,0.001246808,0.00112357,0.0004399358,0.0003926814,0.0004220796,0.02949385],"category_scores_gemma":[0.0003133436,0.0001780783,0.0001683467,0.0007862647,0.0004770778,0.0007937347,0.0009708784,0.0003595006,0.006721111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006233886,"about_ca_system_score_gemma":0.000260204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007485745,"about_ca_topic_score_gemma":0.02336624,"domain_scores_codex":[0.9998581,0.00001975834,0.000009962653,0.00004855069,0.00003582321,0.00002763956],"domain_scores_gemma":[0.999881,0.00001640632,0.00004818651,0.00001414877,0.00002835271,0.00001189729],"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":[0.0004098384,0.00006312539,0.04639941,0.001196456,0.0001372658,0.002387357,0.002545476,0.0009651362,0.0346265,0.009491272,0.03110356,0.8706747],"study_design_scores_gemma":[0.00003917791,0.0001547017,0.3213629,0.0005509481,0.0001195821,0.005782125,0.00139979,0.0004187063,0.003171969,0.001088998,0.665881,0.00003006769],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.401414,0.01713048,0.003685457,0.0004367288,0.0003834223,0.0002261516,0.004494518,0.0004298793,0.5717993],"genre_scores_gemma":[0.9131884,0.003435476,0.004347906,0.0004592751,0.000149543,0.0001405764,0.003764795,0.00008762084,0.07442637],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02949385,"threshold_uncertainty_score":0.09866673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0213233244041666,"score_gpt":0.2955256066382498,"score_spread":0.2742022822340832,"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."}}