{"id":"W6930501999","doi":"10.5281/zenodo.15021149","title":"Euura scutellata","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":"Dorsum; Type (biology); Taxonomy (biology); Computed tomography; Life history","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":[0.00004820675,0.0005747898,0.0002023946,0.00153508,0.0008636873,0.0003853969,0.0004291191,0.0003318912,0.03371129],"category_scores_gemma":[0.0001442762,0.0001350064,0.0001661687,0.0007551241,0.000422346,0.0004919071,0.00060678,0.0003653825,0.012394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003765655,"about_ca_system_score_gemma":0.0001308956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00438681,"about_ca_topic_score_gemma":0.01134889,"domain_scores_codex":[0.9999232,0.000009782527,0.000007471055,0.00002695551,0.00002069293,0.00001183549],"domain_scores_gemma":[0.9999293,0.00001045548,0.00002414296,0.00001179128,0.00001645286,0.000007845297],"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":[0.0002498742,0.0001205316,0.02752533,0.0007118036,0.00007029699,0.00205965,0.00106434,0.0004945216,0.05069539,0.005669957,0.02735144,0.8839868],"study_design_scores_gemma":[0.00006459706,0.0002261376,0.4040419,0.0004729733,0.0001077871,0.006899142,0.001155892,0.0005753928,0.004932546,0.00180023,0.5796871,0.00003635446],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2511939,0.01055596,0.004231273,0.0003944455,0.0003085521,0.0002096933,0.00415763,0.0009038882,0.7280447],"genre_scores_gemma":[0.8819553,0.002890572,0.00345232,0.000473658,0.000170424,0.00009969377,0.005175883,0.0001015519,0.1056806],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03371129,"threshold_uncertainty_score":0.1127755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02439790790444845,"score_gpt":0.3002790606139997,"score_spread":0.2758811527095512,"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."}}