{"id":"W6950226152","doi":"10.5281/zenodo.5955058","title":"Culicoides riethi Kieffer","year":2018,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Vector-Borne Animal Diseases","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Culicoides; Cephalothorax; Ceratopogonidae; Dorsum; Apex (geometry)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001495151,0.0005138027,0.0002306833,0.0009752631,0.0004896863,0.0003629414,0.0003948258,0.0003097692,0.01412498],"category_scores_gemma":[0.0005681122,0.0001234167,0.0001326394,0.0003581994,0.0001565742,0.0006022645,0.0004645479,0.0003917074,0.006008276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005722083,"about_ca_system_score_gemma":0.0001757543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007057142,"about_ca_topic_score_gemma":0.009756763,"domain_scores_codex":[0.9998652,0.00001214226,0.000009374387,0.00003468151,0.00004544492,0.00003320261],"domain_scores_gemma":[0.9998889,0.00001755722,0.00002911774,0.00001443621,0.0000351227,0.00001484642],"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":[0.0003972415,0.0001223499,0.0240901,0.0005148745,0.00007879492,0.003338953,0.0005117765,0.001213627,0.06183931,0.008066288,0.0921939,0.8076327],"study_design_scores_gemma":[0.00006446819,0.00078669,0.1894611,0.0008509777,0.0001308785,0.02398459,0.0006728351,0.00479012,0.03278407,0.003636264,0.7427537,0.00008434241],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.37771,0.04250244,0.01485679,0.002478212,0.00102419,0.0005237994,0.005640888,0.002532492,0.5527312],"genre_scores_gemma":[0.8936493,0.009791728,0.01004106,0.001562297,0.0001716837,0.0001030282,0.004205486,0.00006079772,0.08041458],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01412498,"threshold_uncertainty_score":0.04725277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04296915915352281,"score_gpt":0.2386072741935599,"score_spread":0.1956381150400371,"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."}}