{"id":"W6950366000","doi":"10.5281/zenodo.5997870","title":"Phytomyza agromyzina Meigen","year":2018,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Plant and fungal interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Frass; Agrilus; Sowing; PEST analysis; Infestation","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":[0.0002040513,0.00007647434,0.00007025451,0.00002374954,0.002017411,0.000377484,0.0005141057,0.0000404583,0.03062859],"category_scores_gemma":[0.0001387205,0.00003717745,0.00003961233,0.0003471343,0.0001009871,0.0001827505,0.0003386172,0.0001180111,0.01914176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003256551,"about_ca_system_score_gemma":4.395619e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003046222,"about_ca_topic_score_gemma":0.000004720604,"domain_scores_codex":[0.9991695,0.0001030732,0.0001127672,0.0002224463,0.0001557675,0.0002364482],"domain_scores_gemma":[0.9994724,0.00002515291,0.00004323684,0.00007355824,0.0002761066,0.0001095176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005303919,0.0001749017,0.0000161058,0.000004836413,0.00002466629,0.000006538201,0.0003297708,3.813424e-7,0.3248645,0.002165079,0.4033432,0.269017],"study_design_scores_gemma":[0.00008881377,0.0002545094,0.004079283,0.000008423732,0.00000445316,0.00005691171,0.0001467044,0.00005495895,0.002973723,0.0001567736,0.9920799,0.00009552839],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.519004,0.00003624308,0.00009908006,0.001707532,0.0002123631,0.0002309488,0.000363002,0.0008466314,0.4775002],"genre_scores_gemma":[0.9964494,0.00002078158,0.00004213456,0.0001654291,0.0005819053,1.501321e-8,0.0009812098,0.00003457045,0.001724556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5887367,"threshold_uncertainty_score":0.9992818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04798960615925301,"score_gpt":0.2356521732608989,"score_spread":0.1876625671016459,"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."}}