{"id":"W4291409870","doi":"","title":"Disease decision support systems: their impact on disease management and durability of fungicide effectiveness","year":2010,"lang":"en","type":"book-chapter","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Fungal Plant Pathogen Control","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Fungicide; Disease; Durability; Medicine; Computer science; Biology; Internal medicine; Agronomy; Database","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":[0.0009061974,0.0005543269,0.0003795272,0.0005076537,0.0003124642,0.003193808,0.0005728069,0.0007014183,0.01852261],"category_scores_gemma":[0.00436761,0.0001831162,0.0004007837,0.0007286143,0.0003374162,0.001511281,0.0005418763,0.0009452502,0.003620957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009706967,"about_ca_system_score_gemma":0.0007083319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003227362,"about_ca_topic_score_gemma":0.004065305,"domain_scores_codex":[0.999461,0.0001747151,0.00002783556,0.00006815224,0.0002314918,0.00003675552],"domain_scores_gemma":[0.9976106,0.001986908,0.0000655823,0.00006055327,0.0002421921,0.0000342379],"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":[0.0003312898,0.0002212933,0.002453825,0.002047088,0.0001080234,0.0003303257,0.0005450966,0.06043968,0.008590382,0.155955,0.1026101,0.6663679],"study_design_scores_gemma":[0.00009156872,0.0005382459,0.009076204,0.001963252,0.0002428239,0.0005026345,0.0008162886,0.2407055,0.01957311,0.3083561,0.4180233,0.0001109726],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06832046,0.07205229,0.2476245,0.02305404,0.004127068,0.000410247,0.006682465,0.003607038,0.574122],"genre_scores_gemma":[0.6401737,0.04193963,0.1613973,0.001588643,0.001793771,0.0002943395,0.00370609,0.0006108501,0.1484956],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01852261,"threshold_uncertainty_score":0.06196421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009492903989988147,"score_gpt":0.2006192494821814,"score_spread":0.1911263454921933,"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."}}