{"id":"W4408979399","doi":"10.1094/phytofr-12-24-0139-r","title":"Knowledge-Based Integrated Management of Botrytis Bunch Rot of Grapevine Caused by <i>Botrytis cinerea</i> in a Northern Climate","year":2025,"lang":"en","type":"article","venue":"PhytoFrontiers™","topic":"Fungal Plant Pathogen Control","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada","keywords":"Botrytis cinerea; Botrytis; Horticulture; Biology; Vitis vinifera; Agronomy","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":[0.0004582148,0.000331779,0.0004830933,0.0003779895,0.0002598686,0.0007052839,0.0005852116,0.0003816017,0.0008663433],"category_scores_gemma":[0.0004032106,0.0001143769,0.0003457954,0.000240655,0.0001598164,0.0005496175,0.0005798739,0.0002249048,0.0001296334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006702062,"about_ca_system_score_gemma":0.001193678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007828567,"about_ca_topic_score_gemma":0.01814568,"domain_scores_codex":[0.999772,0.00004108897,0.00001694132,0.0000822939,0.00005553202,0.00003213193],"domain_scores_gemma":[0.9997213,0.00004307175,0.00008695192,0.00002386742,0.00006944071,0.00005518521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001453976,0.006074867,0.03233221,0.002086656,0.0004404423,0.0008343615,0.0006894089,0.06788936,0.4160915,0.000541498,0.001093331,0.4704723],"study_design_scores_gemma":[0.0005718847,0.01643143,0.3414423,0.0005215156,0.002742885,0.00118519,0.003322274,0.395524,0.2018635,0.003004993,0.03309959,0.0002905058],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9738743,0.00170351,0.01927347,0.0002458924,0.00002729302,0.0002331157,0.0002298076,0.0004238542,0.003988754],"genre_scores_gemma":[0.9764631,0.0007772871,0.0211939,0.00006812319,0.0000130949,0.00005554477,0.0003465812,0.000009737023,0.00107263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007828567,"threshold_uncertainty_score":0.01556599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006854585863597122,"score_gpt":0.2059860352554491,"score_spread":0.1991314493918519,"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."}}