{"id":"W6931210459","doi":"10.5281/zenodo.5955062","title":"Culicoides","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; Dorsum; Cephalothorax; Sponge spicule; Respiratory system","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":[0.0001784009,0.001111311,0.0003210828,0.0009892056,0.0006920614,0.0005742827,0.0004213497,0.0003136586,0.07202163],"category_scores_gemma":[0.0003946908,0.0001393245,0.0001958458,0.000427022,0.0001518192,0.0003829914,0.000597322,0.0003972809,0.03171981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009176435,"about_ca_system_score_gemma":0.0004977609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01046247,"about_ca_topic_score_gemma":0.01667035,"domain_scores_codex":[0.9998042,0.00002420347,0.00001313534,0.00005433067,0.00005944865,0.00004464591],"domain_scores_gemma":[0.9997858,0.00001412262,0.0000595229,0.0000209461,0.00008159249,0.00003803896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008201842,0.0002994358,0.05078622,0.001822405,0.0001630507,0.002449155,0.0003748563,0.0006659951,0.04615484,0.007320551,0.3908815,0.4982618],"study_design_scores_gemma":[0.00008277314,0.000394347,0.07205632,0.0003527859,0.00008192725,0.004550412,0.000214206,0.0007093723,0.009102559,0.0009292694,0.9115013,0.00002476039],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1188226,0.01930888,0.004597616,0.002267665,0.001022866,0.001237225,0.05081445,0.003895257,0.7980334],"genre_scores_gemma":[0.5484665,0.009270752,0.009820814,0.004312379,0.000365688,0.000578892,0.04626546,0.000141276,0.3807783],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07202163,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04362330653081369,"score_gpt":0.2357433953545071,"score_spread":0.1921200888236934,"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."}}