{"id":"W6950092206","doi":"10.5281/zenodo.5997583","title":"Agromyza aristata Malloch","year":2018,"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":"Frass; Larva; Frost (temperature); Ulmus pumila","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":[0.00008013406,0.0002086313,0.000220293,0.0006375074,0.0006193087,0.0001641391,0.000180527,0.0001440656,0.003880687],"category_scores_gemma":[0.00007127994,0.0000821754,0.00009906559,0.0003377472,0.0001492687,0.000220676,0.0004573695,0.0002577119,0.001126609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003893028,"about_ca_system_score_gemma":0.0001473782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003126192,"about_ca_topic_score_gemma":0.008208564,"domain_scores_codex":[0.9999458,0.00000624322,0.000004771101,0.00002222643,0.00001279793,0.000008190897],"domain_scores_gemma":[0.999959,0.00000604809,0.00001044244,0.000005743646,0.000006684857,0.00001202383],"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":[0.001329734,0.0001770549,0.02883803,0.0008471576,0.00008652016,0.002793221,0.001031906,0.0007253439,0.7824367,0.005062857,0.00481988,0.1718516],"study_design_scores_gemma":[0.0002686208,0.0007835363,0.7770686,0.0001585284,0.0001760803,0.004424741,0.001329303,0.001108627,0.02270315,0.002031943,0.189896,0.00005074031],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9289853,0.001915071,0.002719926,0.0003063417,0.00005388894,0.0001508683,0.002249468,0.0002948206,0.0633242],"genre_scores_gemma":[0.9820327,0.0005334111,0.00254426,0.000244352,0.00002021212,0.00004934411,0.001152594,0.00001717117,0.01340584],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.003880687,"threshold_uncertainty_score":0.01298219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05106098832219957,"score_gpt":0.2245846839482885,"score_spread":0.1735236956260889,"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."}}