{"id":"W4280567597","doi":"10.1094/pdis-11-21-2465-re","title":"Competition Between <i>Plasmopara viticola</i> Clade <i>riparia</i> and Clade <i>aestivalis</i>: A Race to Lead Grape Downy Mildew Epidemics","year":2022,"lang":"en","type":"article","venue":"Plant Disease","topic":"Horticultural and Viticultural Research","field":"Agricultural and Biological Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada; Centre Sève","keywords":"Clade; Biology; Sporangium; Botany; Downy mildew; Plasmopara viticola; Zoology; Spore; Phylogenetics; Gene; Genetics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0001726046,0.0002301248,0.000336574,0.0001378557,0.0002851531,0.0004434264,0.000360593,0.0002750881,0.001113021],"category_scores_gemma":[0.0001408073,0.0001210336,0.000234045,0.00006006449,0.0001287783,0.0001837625,0.0003790715,0.0005337847,0.0001931542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007468805,"about_ca_system_score_gemma":0.0004214075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009683688,"about_ca_topic_score_gemma":0.01370281,"domain_scores_codex":[0.9997554,0.00003243459,0.000012282,0.00005174828,0.00005909637,0.00008899684],"domain_scores_gemma":[0.9997686,0.00004080392,0.00003885889,0.00001676757,0.00004092661,0.00009414527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001443063,0.00004874243,0.009305208,0.00002646711,0.00001093692,0.00005680244,0.00004760669,0.00006605621,0.9887977,0.00005310438,0.00005850788,0.001384613],"study_design_scores_gemma":[0.00005471736,0.002342865,0.6256421,0.0000216676,0.00008811807,0.001137923,0.0006988359,0.005013996,0.3612151,0.000112883,0.003635122,0.0000365869],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988489,0.0001407325,0.0001194474,0.00002632383,0.000002445342,0.000007558067,0.00004500429,0.000006111313,0.0008033782],"genre_scores_gemma":[0.9986663,0.00006253355,0.0002508131,0.00003869061,0.000002829903,0.00000560602,0.0001338917,0.000003301901,0.000836125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009683688,"threshold_uncertainty_score":0.01925468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0367587077555992,"score_gpt":0.2566273578482979,"score_spread":0.2198686500926987,"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."}}