{"id":"W2028946105","doi":"10.7202/705997ar","title":"Molecular and cellular aspects of Dutch elm disease","year":2005,"lang":"en","type":"article","venue":"Phytoprotection","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"College of Engineering, Michigan State University; Michigan State University","keywords":"Dutch elm disease; Biology; Fungus; Disease; Computational biology; Mechanism (biology); Genetics; Botany","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007603088,0.00005119298,0.00004896244,0.00001884895,0.00004976467,0.000003692272,0.00003963194,0.00002271839,0.0004551026],"category_scores_gemma":[0.00001060767,0.00005056045,0.00001966207,0.00007964163,0.00006508468,0.00008457653,0.00005480511,0.00004592843,0.00009222105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003807478,"about_ca_system_score_gemma":0.000001969587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007901623,"about_ca_topic_score_gemma":0.00006958813,"domain_scores_codex":[0.9996048,0.00001787358,0.00007009547,0.0001341185,0.00008366683,0.00008948019],"domain_scores_gemma":[0.9998112,0.0000033861,0.00003394666,0.0001068406,0.000002290791,0.00004234172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001940933,0.0005373198,0.0326729,0.0001262195,0.00004991585,0.00004946742,0.0003710321,0.0243595,0.8387972,0.01644843,0.0006364125,0.08575748],"study_design_scores_gemma":[0.0005123404,0.0001755501,0.4518818,0.00001160849,0.00004101313,0.000004779501,0.00001722919,0.004954342,0.5100677,0.02043134,0.01168949,0.0002128014],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865486,0.00006356669,0.003108658,0.0002152443,0.00004884816,0.0002204191,5.050563e-7,0.00002293919,0.009771238],"genre_scores_gemma":[0.999449,0.000006239577,0.0002323082,0.00009402604,0.00002223538,0.00003023046,8.538678e-7,0.000004367589,0.0001607984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4192089,"threshold_uncertainty_score":0.4983054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004378526757862165,"score_gpt":0.1889219112419361,"score_spread":0.1845433844840739,"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."}}