{"id":"W2608161400","doi":"10.1590/0100-29452017411","title":"GRAPEVINE VIRUS DISEASES:ECONOMIC IMPACT AND CURRENT ADVANCES IN VIRAL PROSPECTION AND MANAGEMENT","year":2017,"lang":"en","type":"article","venue":"Revista Brasileira de Fruticultura","topic":"Plant Virus Research Studies","field":"Agricultural and Biological Sciences","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"Plant Biotechnology Institute","funders":"","keywords":"Biology; Virus diseases; Crop; Perennial plant; Virus; Agronomy; Virology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001574599,0.0001800638,0.000241448,0.00001954335,0.0004705138,0.0005406381,0.0002006508,0.00003412654,0.00003020712],"category_scores_gemma":[0.00006535537,0.00006862468,0.00005729212,0.00005029331,0.0001677576,0.0005335259,0.0002184641,0.0001159213,0.00001140603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001546313,"about_ca_system_score_gemma":0.000006065166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002179126,"about_ca_topic_score_gemma":0.0007018257,"domain_scores_codex":[0.9989691,0.00004920105,0.0001789047,0.0003510613,0.0001242588,0.0003274716],"domain_scores_gemma":[0.9995742,0.00005959525,0.0001170951,0.00008673575,0.000018516,0.0001438255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001114088,0.00008753611,0.7837,0.0002073988,0.00004332465,0.00002999482,0.00006120906,0.00000385837,0.01738837,0.001399846,0.0007472468,0.1962198],"study_design_scores_gemma":[0.0002086624,0.00009628337,0.984439,0.0001227058,0.00001828551,0.00001082857,0.00004764933,0.00008577051,0.00006900525,0.0001185635,0.01461457,0.0001687482],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983912,0.01490854,6.072535e-7,0.000119705,0.00004817103,0.0004391388,0.0003183069,0.00002937344,0.0002241451],"genre_scores_gemma":[0.9677922,0.03191267,0.0000162404,0.00001498336,0.0001317172,0.00005038546,0.00003698245,0.000001029386,0.00004378637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2007389,"threshold_uncertainty_score":0.5213385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02064145335730639,"score_gpt":0.3133750674562362,"score_spread":0.2927336140989298,"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."}}