{"id":"W6892428948","doi":"10.5281/zenodo.10529839","title":"Leucopis Meigen","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Biological Control of Invasive Species","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Holotype; Subgenus; Ceratopogonidae; Mediterranean climate; Period (music)","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":[0.00006310535,0.0005396313,0.0002437155,0.0009358463,0.001252999,0.00038529,0.0002828195,0.0002252879,0.0109014],"category_scores_gemma":[0.00009611002,0.0001553705,0.0001297677,0.0006002546,0.0002883314,0.0005927896,0.0006534072,0.0004371904,0.002525501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006966495,"about_ca_system_score_gemma":0.0003336555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009506156,"about_ca_topic_score_gemma":0.02126636,"domain_scores_codex":[0.9999137,0.000005946846,0.000009522347,0.0000350654,0.00001555406,0.00002027113],"domain_scores_gemma":[0.999966,0.000002368004,0.00001612365,0.000002927261,0.000007905075,0.000004671499],"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":[0.001251882,0.0003095101,0.1038165,0.00128045,0.0001371197,0.004033678,0.006612538,0.0005300481,0.1772294,0.01403707,0.01148016,0.6792817],"study_design_scores_gemma":[0.0000720317,0.0004048257,0.6307158,0.0003529066,0.0001440613,0.009936837,0.003619634,0.0002847823,0.006481055,0.001866708,0.346083,0.00003829426],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7258256,0.01214221,0.002424667,0.0004226121,0.0003454404,0.000449338,0.003398745,0.000415196,0.2545762],"genre_scores_gemma":[0.9438154,0.002938913,0.001894185,0.0002373335,0.00005927359,0.0001187786,0.001812117,0.00003096533,0.0490931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0109014,"threshold_uncertainty_score":0.0364688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04968192673169024,"score_gpt":0.2258926115331498,"score_spread":0.1762106848014596,"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."}}