{"id":"W4283163269","doi":"10.1094/pdis-12-21-2743-re","title":"A Mechanistic Model Accounting for the Effect of Soil Moisture, Weather, and Host Growth Stage on the Development of <i>Sclerotinia sclerotiorum</i>","year":2022,"lang":"en","type":"article","venue":"Plant Disease","topic":"Plant pathogens and resistance mechanisms","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sclerotinia sclerotiorum; Ascocarp; Biology; Sclerotinia; Sunflower; Agronomy; Horticulture; Botany","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008075879,0.001070035,0.0007569509,0.0008322067,0.000472156,0.001132681,0.001497764,0.001232355,0.002376905],"category_scores_gemma":[0.001421667,0.0005960913,0.001197983,0.0005394413,0.0005635942,0.001025813,0.0004565778,0.0006736507,0.0003441189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001567945,"about_ca_system_score_gemma":0.001893215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0385397,"about_ca_topic_score_gemma":0.03260092,"domain_scores_codex":[0.9997285,0.00005499216,0.00001753012,0.0001170005,0.00003605676,0.00004590869],"domain_scores_gemma":[0.99925,0.0004063318,0.0001801553,0.00003431853,0.00009729451,0.00003187635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005068255,0.00009267999,0.008697508,0.00008558967,0.00008403866,0.000108264,0.00006866196,0.9787391,0.004039041,0.002833639,0.0003811217,0.004819498],"study_design_scores_gemma":[0.00001834769,0.00005086102,0.004918828,0.000005930689,0.00005251006,0.00004836831,0.00001557864,0.992303,0.0003507988,0.001626621,0.0005938936,0.0000152808],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7255169,0.0009872491,0.2501308,0.001096595,0.0001615273,0.000336344,0.006027407,0.0009580549,0.01478503],"genre_scores_gemma":[0.9867725,0.0003523593,0.007352137,0.00006704444,0.000035596,0.0001938225,0.0008317107,0.00002750835,0.00436733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0385397,"threshold_uncertainty_score":0.07663077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01873291478088159,"score_gpt":0.194433165289785,"score_spread":0.1757002505089034,"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."}}