{"id":"W6968959770","doi":"10.5281/zenodo.5955055","title":"Culicoides occidentalis Wirth & Jones","year":2018,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Agricultural Innovations and Practices","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Seta; Culicoides; Dorsum; Cephalothorax; Ceratopogonidae","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":[0.00005093994,0.0003901647,0.000096129,0.0004986195,0.0004033625,0.0002601483,0.0001964528,0.0001387329,0.008837551],"category_scores_gemma":[0.0001265922,0.00008657722,0.00006961724,0.0003069502,0.0001859623,0.0002802372,0.0002660438,0.0001547619,0.0019401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004859051,"about_ca_system_score_gemma":0.0001321299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02185058,"about_ca_topic_score_gemma":0.05605211,"domain_scores_codex":[0.9999429,0.000003164351,0.000002883929,0.0000213473,0.00001605372,0.00001365815],"domain_scores_gemma":[0.9999293,0.000007648913,0.00002860171,0.000006403681,0.00001339935,0.00001469451],"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":[0.0003420691,0.0001427457,0.1803874,0.0005498319,0.0001424516,0.003386917,0.0008507651,0.0006364381,0.06009225,0.002640453,0.05298738,0.6978413],"study_design_scores_gemma":[0.00002304957,0.0002370637,0.8141634,0.0001557384,0.00005998771,0.00477417,0.0005962852,0.0005055893,0.007512268,0.0004396569,0.1715091,0.00002365092],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6853524,0.008342765,0.001544148,0.0005861958,0.0002425742,0.0002206261,0.003025585,0.0005546572,0.3001311],"genre_scores_gemma":[0.9517769,0.003762984,0.002450307,0.0005031956,0.00007842111,0.00004007815,0.001789503,0.0000223479,0.03957637],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02185058,"threshold_uncertainty_score":0.04344678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05209550036935236,"score_gpt":0.2515781478750172,"score_spread":0.1994826475056648,"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."}}