{"id":"W4387880643","doi":"10.3390/plants12203659","title":"Modeling Study of the Effects of Ageratum conyzoides on the Transmission and Control of Citrus Huanglongbing","year":2023,"lang":"en","type":"article","venue":"Plants","topic":"Plant Virus Research Studies","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"Natural Science Foundation of Jiangxi Province; National Natural Science Foundation of China; Double Thousand Plan of Jiangxi Province","keywords":"Ageratum conyzoides; Basic reproduction number; Vector (molecular biology); Transmission (telecommunications); Biology; Pesticide; Mechanical transmission; Reproduction; Toxicology; Agronomy; Ecology; Weed; Computer science; Population; Medicine; Environmental health; Telecommunications","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002934646,0.0004993246,0.0004499927,0.0003329418,0.0002716747,0.000424178,0.0007254926,0.0008179769,0.001407535],"category_scores_gemma":[0.000686007,0.0002176253,0.0005705226,0.000181564,0.0002586707,0.0005606442,0.0003824951,0.0003968204,0.0001079668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007215436,"about_ca_system_score_gemma":0.0007612812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03119403,"about_ca_topic_score_gemma":0.01477328,"domain_scores_codex":[0.9998937,0.00003195452,0.000004536348,0.00002169877,0.00001163991,0.00003641301],"domain_scores_gemma":[0.9997016,0.0001562573,0.00007414887,0.000009475174,0.00002996068,0.00002863687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003780384,0.00004306962,0.003576149,0.00004413423,0.0000307744,0.0001718586,0.00005214323,0.9867108,0.004091267,0.003390796,0.0001851313,0.001666076],"study_design_scores_gemma":[0.000006181213,0.00002638131,0.0007619718,0.000003308221,0.0000167162,0.0000167972,0.00001760268,0.998456,0.0001793866,0.0003898981,0.000121787,0.000003961881],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9558983,0.0007392877,0.03517913,0.0004395946,0.00003009744,0.00004404898,0.0002885547,0.00007202957,0.007308995],"genre_scores_gemma":[0.9959036,0.0002103531,0.001548881,0.00001858763,0.000006738352,0.00002489689,0.00004473964,0.000005795039,0.002236448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03119403,"threshold_uncertainty_score":0.06202495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04009188541124684,"score_gpt":0.2506193617073201,"score_spread":0.2105274762960732,"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."}}