{"id":"W6931252646","doi":"10.5281/zenodo.4678608","title":"Liriomyza euphorbivora Eiseman & Lonsdale 2021, spec. nov.","year":2021,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Entomopathogenic Microorganisms in Pest Control","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Seta; Larva; Phenology; Scape; Cuticle (hair); Euphorbia","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":[0.0004951713,0.0001684687,0.0001814312,0.00003501382,0.001696207,0.0008120758,0.0009453986,0.00009233897,0.09384709],"category_scores_gemma":[0.0005490252,0.00009813161,0.0001019282,0.0008287428,0.0001184941,0.0001795349,0.001126311,0.0002548855,0.01329092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009935369,"about_ca_system_score_gemma":0.000003792507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000024913,"about_ca_topic_score_gemma":0.000007160345,"domain_scores_codex":[0.9979827,0.0003574995,0.00027133,0.0005592714,0.0003656048,0.0004635414],"domain_scores_gemma":[0.9987775,0.00005022662,0.0000924987,0.0002512899,0.0006019501,0.0002265006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002066156,0.000158419,0.00001669151,0.00001238716,0.00002591941,0.0000913445,0.0001578732,0.000004577488,0.7168832,0.0012858,0.08147857,0.1998646],"study_design_scores_gemma":[0.0002547828,0.000143283,0.002276957,0.00002193837,0.00001580287,0.0002753718,0.0002682685,0.00002897494,0.02274142,0.000255809,0.9734987,0.0002187121],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7060933,0.001829841,0.0008925825,0.01164177,0.0006419027,0.001005447,0.001359939,0.001752253,0.274783],"genre_scores_gemma":[0.9895202,0.0002715174,0.0003345991,0.0005391272,0.0007152121,6.364906e-8,0.002385049,0.000156548,0.006077718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8920201,"threshold_uncertainty_score":0.9996035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02312307950583276,"score_gpt":0.2142062858255754,"score_spread":0.1910832063197427,"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."}}