{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002633027,0.0001073245,0.00009359515,0.0000184964,0.001964387,0.0005184644,0.0007184406,0.00005273474,0.04219382],"category_scores_gemma":[0.0003797304,0.00005228318,0.0000560659,0.0004695865,0.0002213289,0.0001910698,0.0006257917,0.0001145036,0.01849427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003550671,"about_ca_system_score_gemma":9.845085e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004920482,"about_ca_topic_score_gemma":0.000004178868,"domain_scores_codex":[0.9987701,0.0001956684,0.0001395515,0.0003288775,0.0002574087,0.0003083924],"domain_scores_gemma":[0.9992029,0.00002866468,0.00005002989,0.0001111247,0.0004263594,0.0001809213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001049375,0.0002653634,0.00009647115,0.00001549595,0.00003763011,0.00001152108,0.0003562557,0.000001047124,0.2605882,0.00531825,0.3722533,0.3609516],"study_design_scores_gemma":[0.00009409265,0.0004945269,0.0668124,0.000009570506,0.00000860563,0.00002187375,0.0001379744,0.00003671567,0.001621431,0.0002385739,0.9303923,0.0001318933],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8578489,0.0001258613,0.00005446664,0.002087413,0.00009794968,0.0003132925,0.0002414081,0.001200459,0.1380302],"genre_scores_gemma":[0.9977123,0.00002822144,0.00004306546,0.0004723994,0.0005164889,2.242965e-8,0.0005406234,0.00006279272,0.0006241025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.558139,"threshold_uncertainty_score":0.9993349,"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."}}