{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001399955,0.001040525,0.001948685,0.003969115,0.0001945102,0.001163855,0.0009698046,0.001086769,0.002298041],"category_scores_gemma":[0.00293321,0.0004164814,0.001475111,0.003649819,0.0002770709,0.001306972,0.0004857678,0.0006664955,0.0006238471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005952612,"about_ca_system_score_gemma":0.002405827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003591974,"about_ca_topic_score_gemma":0.004476271,"domain_scores_codex":[0.9995974,0.00009725215,0.00009442252,0.0000841518,0.0001081831,0.00001862939],"domain_scores_gemma":[0.9973933,0.001784879,0.0003501125,0.00003545796,0.0003811777,0.00005500747],"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":[0.0001036082,0.00007157915,0.0007913827,0.2048313,0.001263103,0.0001124244,0.00009021544,0.001415864,0.00123597,0.001312852,0.01060954,0.7781621],"study_design_scores_gemma":[0.00007251842,0.0006728689,0.009243164,0.1853312,0.008097109,0.001489909,0.0003136712,0.001471621,0.002181405,0.002777864,0.7882259,0.0001227974],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001952278,0.9990823,0.0001656322,0.0001351438,0.00007084924,0.00001071216,0.00006103511,0.000007837021,0.0002711088],"genre_scores_gemma":[0.001320618,0.9980944,0.0002985376,0.00008386924,0.00003955398,0.00001070898,0.00005551115,0.00000150317,0.00009525116],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003969115,"threshold_uncertainty_score":0.007687688,"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."}}