{"id":"W4295203398","doi":"10.1111/ppa.13643","title":"Predicting field diseases caused by <i>Sclerotinia sclerotiorum</i> : A review","year":2022,"lang":"en","type":"review","venue":"Plant Pathology","topic":"Plant pathogens and resistance mechanisms","field":"Agricultural and Biological Sciences","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Agriculture and Agri-Food Canada","funders":"Genome Alberta; Agriculture and Agri-Food Canada; Natural Sciences and Engineering Research Council of Canada; Alberta Pulse Growers Commission","keywords":"Sclerotinia sclerotiorum; Biology; Sclerotinia; Fungus; Cultivar; Yield (engineering); Sowing; Agronomy; Botany","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000416699,0.0005327272,0.001828087,0.00002712108,0.000423835,0.00003894862,0.0007418112,0.0003394614,0.0025729],"category_scores_gemma":[0.0001812384,0.0002060372,0.000481328,0.0004049494,0.00003870868,0.00004995898,0.0003116129,0.0006160163,0.00007581252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004948317,"about_ca_system_score_gemma":0.00003979886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000141528,"about_ca_topic_score_gemma":0.0001186332,"domain_scores_codex":[0.9968661,0.0005588949,0.0007497084,0.0008477938,0.0003413432,0.0006361248],"domain_scores_gemma":[0.9980412,0.0009911784,0.0005753095,0.0001821237,0.00001845244,0.0001917406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008176554,0.0001554999,0.00005945458,0.009039367,0.00006342732,0.0006807147,0.000005756744,3.657421e-8,0.0008976859,0.00003698645,0.04718054,0.9418724],"study_design_scores_gemma":[0.0000515688,0.0002831329,0.00003077008,0.009691617,0.0005433405,0.0003957965,0.000009520842,7.485704e-7,0.000004479836,0.00001180457,0.988525,0.0004522243],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001556413,0.9800645,0.000001244121,0.0001908733,0.0005445663,0.00107425,0.01744881,0.0001836322,0.0003364605],"genre_scores_gemma":[0.000006729749,0.9881238,0.00000965301,0.001210308,0.000271884,0.0005571542,0.009459977,0.000006267852,0.0003542059],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9414201,"threshold_uncertainty_score":0.9983389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.042123984006457,"score_gpt":0.2475474420600626,"score_spread":0.2054234580536056,"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."}}