{"id":"W6893900246","doi":"10.5281/zenodo.5955061","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000196044,0.00008599774,0.00007530353,0.00002059539,0.001792937,0.0004532905,0.0006428398,0.00003641492,0.04263451],"category_scores_gemma":[0.0003354019,0.00004157359,0.00004487215,0.0004237414,0.0002482736,0.0001688731,0.0005280317,0.00007826475,0.01845855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003458105,"about_ca_system_score_gemma":6.217883e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005478473,"about_ca_topic_score_gemma":0.00000487531,"domain_scores_codex":[0.9990023,0.0001361856,0.000116837,0.0002750927,0.0002065092,0.0002630312],"domain_scores_gemma":[0.999348,0.00001897844,0.0000429874,0.00008950617,0.0003495741,0.0001509103],"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":[0.0000802471,0.0001754786,0.0000550148,0.00001016404,0.00002299337,0.000008746759,0.0002427956,7.040716e-7,0.268875,0.006613973,0.2848042,0.4391107],"study_design_scores_gemma":[0.00007651012,0.0004405835,0.02817842,0.000007305622,0.000005284631,0.00002259311,0.0002163283,0.00003082468,0.001929089,0.0001895035,0.9687933,0.0001102345],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8338514,0.00008452839,0.00003962038,0.001762507,0.00007013648,0.0002399618,0.0002240184,0.001077792,0.1626501],"genre_scores_gemma":[0.998113,0.00002421357,0.00003679617,0.0003189505,0.0004576274,1.343049e-8,0.0005064317,0.00005082438,0.0004921824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6839892,"threshold_uncertainty_score":0.9995066,"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."}}