{"id":"W6894086597","doi":"10.5281/zenodo.5997909","title":"Phytomyza loewii Hendel","year":2018,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Powdery Mildew Fungal Diseases","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Clematis; Frass; Larva; Taxonomy (biology); Inflorescence","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":[0.0002530745,0.0001072756,0.00009266542,0.00002608037,0.002005527,0.0004235454,0.0007850649,0.00004570317,0.03871642],"category_scores_gemma":[0.0003114248,0.00005365431,0.00005230149,0.0004726609,0.0001903079,0.0001998607,0.0006480342,0.0001084362,0.01864134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004473743,"about_ca_system_score_gemma":9.511991e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002065123,"about_ca_topic_score_gemma":0.000001931892,"domain_scores_codex":[0.9987373,0.0001748063,0.0001417709,0.0003357757,0.0002672818,0.0003430029],"domain_scores_gemma":[0.9992379,0.00002501507,0.00005150439,0.000125967,0.0003618562,0.000197743],"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":[0.00008827605,0.0002206093,0.00006610513,0.0000132324,0.00002738142,0.000009923876,0.0002507781,0.00000148794,0.1685082,0.002370283,0.4439631,0.3844806],"study_design_scores_gemma":[0.0001175365,0.0003316984,0.01532419,0.00001139728,0.00000623064,0.00002714492,0.0001453516,0.00006844305,0.00193637,0.0003129494,0.9815784,0.0001403134],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.741374,0.0001366884,0.0001170932,0.001828723,0.0001700091,0.0003782664,0.0005562968,0.001481502,0.2539575],"genre_scores_gemma":[0.9972918,0.00002270582,0.00004194786,0.0003872598,0.0005356958,1.961405e-8,0.0007767284,0.0000625318,0.0008813252],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5376153,"threshold_uncertainty_score":0.9992937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04114630127494197,"score_gpt":0.2299023989629162,"score_spread":0.1887560976879742,"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."}}