{"id":"W6912485408","doi":"10.5281/zenodo.5997580","title":"Agromyza ambrosivora Spencer","year":2018,"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":"Ambrosia; Helianthus annuus; Achene; Ambrosia artemisiifolia; Helianthus; Sunflower","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":[0.000481867,0.0001251737,0.000115364,0.00002981577,0.002004738,0.0005797059,0.001056703,0.00006894254,0.06095679],"category_scores_gemma":[0.0002936436,0.00006400877,0.00005488817,0.0005107062,0.0002342231,0.0001800877,0.0007414053,0.0001548958,0.02013334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006707193,"about_ca_system_score_gemma":0.000001059302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003362669,"about_ca_topic_score_gemma":0.000004787144,"domain_scores_codex":[0.998547,0.000202664,0.0001914842,0.0003964846,0.000281331,0.0003810262],"domain_scores_gemma":[0.9991134,0.00002703204,0.00007767318,0.0001607602,0.0004588248,0.0001622442],"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":[0.00002796894,0.00006221439,0.000008735007,0.000004179615,0.00001109454,0.000005675349,0.0002157059,3.853381e-7,0.7163646,0.001417952,0.06497905,0.2169025],"study_design_scores_gemma":[0.0001781886,0.0003762592,0.004193816,0.00001275823,0.000007997527,0.00008451001,0.0001263618,0.00003513408,0.01147058,0.0003170344,0.9830354,0.0001619978],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8124057,0.0001606213,0.0005764161,0.002668165,0.0003464446,0.0006742107,0.0003501217,0.001600233,0.1812181],"genre_scores_gemma":[0.9970791,0.00003055243,0.0001616455,0.0003880986,0.0006920202,2.523101e-8,0.0004700177,0.00007837938,0.001100194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9180563,"threshold_uncertainty_score":0.9992945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02743561512816541,"score_gpt":0.2245439376655232,"score_spread":0.1971083225373578,"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."}}