{"id":"W2314294147","doi":"10.1094/php-2011-0411-01-rv","title":"Cucurbit Downy Mildew ipmPIPE: A Next Generation Web-based Interactive Tool for Disease Management and Extension Outreach","year":2011,"lang":"en","type":"article","venue":"Plant Health Progress","topic":"Plant Pathogens and Resistance","field":"Agricultural and Biological Sciences","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Agriculture, Food and Rural Affairs","funders":"","keywords":"Fungicide; Downy mildew; Pseudoperonospora cubensis; Outreach; Disease control; Disease management; Biology; Crop; Powdery mildew; Agriculture; Agricultural science; Agronomy; Biotechnology; Political science; Ecology; MEDLINE","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":[0.001130739,0.00101084,0.0004999661,0.001193718,0.0003376358,0.001045429,0.001151469,0.001001629,0.02333618],"category_scores_gemma":[0.002163785,0.0003358952,0.0006051597,0.0004202562,0.0001746855,0.002023724,0.002164394,0.0008528079,0.006409855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000302079,"about_ca_system_score_gemma":0.0003665604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001687633,"about_ca_topic_score_gemma":0.004012761,"domain_scores_codex":[0.9997073,0.00008489211,0.00001869869,0.0000725192,0.00008491236,0.00003157618],"domain_scores_gemma":[0.9986377,0.0007413587,0.00007875275,0.0001156261,0.0001502298,0.0002762781],"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":[0.002584607,0.001858388,0.01706639,0.001565106,0.0003171492,0.002265828,0.001740639,0.005317523,0.03395723,0.003344738,0.3282796,0.6017027],"study_design_scores_gemma":[0.001522262,0.001624662,0.05010005,0.0008716897,0.0006109906,0.002441336,0.00126918,0.1777071,0.02790233,0.01597879,0.7193973,0.0005742808],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.1221377,0.002361374,0.3655052,0.003368532,0.0005316932,0.002478686,0.03281948,0.4033528,0.06744441],"genre_scores_gemma":[0.2961096,0.002585883,0.5970771,0.002678718,0.000293403,0.003368958,0.0344568,0.007358436,0.05607108],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.02333618,"threshold_uncertainty_score":0.07806724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07944387119466037,"score_gpt":0.2732683717737137,"score_spread":0.1938245005790533,"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."}}