{"id":"W4224143269","doi":"10.1094/php-01-22-0002-rs","title":"Design, Construction, and Evaluation of Equipment for Nighttime Applications of UV-C for Management of Strawberry Powdery Mildew in Florida and California","year":2022,"lang":"en","type":"article","venue":"Plant Health Progress","topic":"Powdery Mildew Fungal Diseases","field":"Agricultural and Biological Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Linnaeus Plant Sciences (Canada)","funders":"National Institute of Food and Agriculture","keywords":"Powdery mildew; Fungicide; Sowing; Horticulture; Biology; Mildew; Growing season; Ultraviolet; Agronomy; Materials science","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":[0.0007639042,0.0006854894,0.0003191071,0.0005519292,0.0008645472,0.0004468415,0.001387624,0.000434018,0.001762798],"category_scores_gemma":[0.0006135601,0.0004110591,0.0004251869,0.0002290345,0.0003772937,0.0003213768,0.0003405777,0.000399726,0.00028769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001689411,"about_ca_system_score_gemma":0.001892169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01634292,"about_ca_topic_score_gemma":0.02568091,"domain_scores_codex":[0.9993584,0.00006921639,0.0000373623,0.0002225863,0.0002284166,0.00008403586],"domain_scores_gemma":[0.9990205,0.0001119827,0.0001855501,0.0001315893,0.0003520245,0.0001983869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001045678,0.001117353,0.02328661,0.0003632828,0.00003414147,0.0001857448,0.000342907,0.003168908,0.9108231,0.0002097026,0.0005657437,0.05885682],"study_design_scores_gemma":[0.0005208378,0.0148174,0.2728587,0.00008743255,0.0003172355,0.0005043973,0.0005081595,0.01335049,0.6759816,0.0001249249,0.02080033,0.0001284863],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9629096,0.0001316323,0.03239106,0.00005198015,0.00002043543,0.001815737,0.0003653557,0.0006591054,0.00165496],"genre_scores_gemma":[0.8591441,0.0002898696,0.1322686,0.0001066517,0.00001932111,0.002108255,0.001058794,0.0001216374,0.00488275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01634292,"threshold_uncertainty_score":0.03249556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0565633526765167,"score_gpt":0.3097436770833505,"score_spread":0.2531803244068338,"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."}}