{"id":"W6930714234","doi":"10.5281/zenodo.14797580","title":"Phytomyza (Phytomyza) syngenesiae Hardy 1849","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Statistical Methods in Epidemiology","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Holarctic; Nearctic ecozone; Host (biology); PEST analysis; Taxonomy (biology); Crop","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":["metaresearch","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002138719,0.0002133362,0.0003851634,0.0002976439,0.001386292,0.0002553681,0.001168589,0.0001385373,0.008650913],"category_scores_gemma":[0.02093507,0.0002175506,0.00009127901,0.0007583942,0.0003134335,0.000122076,0.001210037,0.0004098603,0.004080198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001817006,"about_ca_system_score_gemma":0.000007868943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000591577,"about_ca_topic_score_gemma":2.397256e-7,"domain_scores_codex":[0.9966443,0.001422881,0.0005038893,0.000573719,0.0003004583,0.0005547589],"domain_scores_gemma":[0.9973232,0.0009886608,0.0001452221,0.0008162155,0.0005506086,0.0001761476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006022778,0.000143031,0.00001269945,0.0001990683,0.00009216728,0.00001826556,0.0001971021,0.000006214803,0.001571506,0.4537273,0.4116293,0.1323431],"study_design_scores_gemma":[0.0004975296,0.0001123988,0.0007329009,0.00006914928,0.00004911511,0.00004922353,0.0001178339,0.0006722742,0.0009942998,0.1400378,0.8564562,0.0002113193],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.004872023,0.0001575108,0.5921234,0.001987259,0.0004678711,0.0007235587,0.0002018563,0.001641789,0.3978247],"genre_scores_gemma":[0.476092,0.0003357655,0.4900905,0.003517926,0.001082512,0.000001145183,0.001108032,0.006705234,0.02106688],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.47122,"threshold_uncertainty_score":0.9999138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1322053152743672,"score_gpt":0.3905083424293877,"score_spread":0.2583030271550205,"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."}}