{"id":"W6912586388","doi":"10.5281/zenodo.5187002","title":"Culicoides (Monoculicoides) variipennis","year":2012,"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":"Ceratopogonidae; Culicoides; Nova scotia; Taxonomy (biology); Nearctic ecozone","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":[0.0001024529,0.0005094553,0.0001393432,0.0008058363,0.0007291663,0.0002553804,0.0002847486,0.0001156924,0.007344081],"category_scores_gemma":[0.0002115055,0.00007974416,0.00007676479,0.000528142,0.000139462,0.0003638557,0.0003697315,0.0001456594,0.001571085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006980427,"about_ca_system_score_gemma":0.0002315586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02242828,"about_ca_topic_score_gemma":0.06856455,"domain_scores_codex":[0.9999226,0.000006999946,0.000006265843,0.00002683397,0.0000225184,0.00001464715],"domain_scores_gemma":[0.9998472,0.000010089,0.00006784279,0.00001030786,0.00004095513,0.00002353462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003204853,0.0001489474,0.5162811,0.0007963869,0.0001371862,0.002155278,0.001513732,0.0005345639,0.02795841,0.001826945,0.06116438,0.3871626],"study_design_scores_gemma":[0.0000184237,0.00008642253,0.8839357,0.0001214002,0.00006368036,0.002918891,0.0006712869,0.0004214407,0.003175905,0.000217409,0.1083566,0.00001269133],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7897043,0.01158713,0.00380807,0.0006008804,0.0002925649,0.0005392636,0.01984936,0.0005434054,0.1730751],"genre_scores_gemma":[0.9756589,0.00252766,0.002732154,0.0003623128,0.00006599081,0.0001038815,0.006370931,0.00001521117,0.01216297],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02242828,"threshold_uncertainty_score":0.04459548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04768670482207289,"score_gpt":0.2334290663131597,"score_spread":0.1857423614910868,"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."}}