{"id":"W3032615282","doi":"10.3389/fpls.2020.00684","title":"Local Aphid Species Infestation on Invasive Weeds Affects Virus Infection of Nearest Crops Under Different Management Systems – A Preliminary Study","year":2020,"lang":"en","type":"article","venue":"Frontiers in Plant Science","topic":"Insect-Plant Interactions and Control","field":"Agricultural and Biological Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universitatea Sapientia; Szent István Egyetem; Emberi Eroforrások Minisztériuma","keywords":"Biology; Aphid; Weed; Crop; Infestation; Agronomy; Biological pest control; Weed control; Invasive species; Plant virus; Virus; Botany; Virology","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":[],"consensus_categories":[],"category_scores_codex":[0.0001847773,0.0001396746,0.0002044969,0.00009183765,0.000201818,0.00009704031,0.0002390528,0.00003833796,0.00001581957],"category_scores_gemma":[0.00003067878,0.0000626874,0.00003853003,0.0006425618,0.0001490767,0.0002173522,0.0000744241,0.0001307127,0.000007707115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001083167,"about_ca_system_score_gemma":0.0000144335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001039879,"about_ca_topic_score_gemma":0.00111352,"domain_scores_codex":[0.9986892,0.00009727311,0.0002184361,0.0003415417,0.0004187912,0.0002347106],"domain_scores_gemma":[0.9995696,0.0001206691,0.0001294981,0.00005907321,0.00004104068,0.00008015249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002853082,0.002902696,0.757885,0.0002278977,0.0001535804,0.0002665321,0.003996882,0.02698031,0.1695178,0.003002536,0.00823468,0.02397896],"study_design_scores_gemma":[0.0003623591,0.002770784,0.9763876,0.0001281296,0.00002154525,0.000008238918,0.006767517,0.009447254,0.003468729,0.00003977701,0.0004132688,0.0001848175],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965772,0.00002942361,0.001003235,0.0001629149,0.0008424933,0.000680114,0.00007155182,0.00002983205,0.0006032416],"genre_scores_gemma":[0.9996387,0.00006141747,0.00001579336,0.0001005081,0.00005876527,0.0000482823,0.00002718093,9.001375e-7,0.0000484121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2185025,"threshold_uncertainty_score":0.2556318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01728196643637644,"score_gpt":0.2081130181393528,"score_spread":0.1908310517029764,"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."}}