{"id":"W1995338315","doi":"10.1186/1753-6561-5-s7-i12","title":"The genomics of poplar-rust interactions to improve tree resistance against fungal disease","year":2011,"lang":"en","type":"article","venue":"BMC Proceedings","topic":"Bioenergy crop production and management","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada; Canadian Forest Service","funders":"","keywords":"Rust (programming language); Medicine; Resistance (ecology); Genomics; Disease; Plant disease resistance; Tree (set theory); Biotechnology; Computational biology; Bioinformatics; Biology; Genetics; Genome; Pathology; Computer science; Gene; Agronomy; Mathematics","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":[0.0001697497,0.000319683,0.0003294852,0.0003862813,0.0002289854,0.0003507349,0.0001838687,0.0002364639,0.0009836147],"category_scores_gemma":[0.00009054257,0.0001142086,0.0002649871,0.0005016575,0.0001087935,0.0003105424,0.0002936835,0.0005402584,0.0004253362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003445609,"about_ca_system_score_gemma":0.0002157358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007745362,"about_ca_topic_score_gemma":0.0008768251,"domain_scores_codex":[0.9998906,0.00001652525,0.000004072227,0.00003471748,0.00002839893,0.00002578687],"domain_scores_gemma":[0.999938,0.00001240366,0.00001684006,0.000003461351,0.000008762569,0.00002046614],"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":[0.00007954116,0.00002379095,0.0008834107,0.0001137051,0.0000086028,0.00005861212,0.00004778743,0.0003310889,0.9923986,0.0003394395,0.0001332033,0.005582276],"study_design_scores_gemma":[0.00005857599,0.001150089,0.449675,0.0001013491,0.0002484834,0.001874649,0.0006500336,0.01344685,0.4787385,0.003333309,0.05066391,0.00005925912],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9595319,0.01108926,0.01755266,0.0004202529,0.00003145963,0.0000601423,0.006423112,0.0003568154,0.004534321],"genre_scores_gemma":[0.9601886,0.005802212,0.01386398,0.0003346226,0.00006087848,0.00009226234,0.01370071,0.0001178657,0.005838756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009836147,"threshold_uncertainty_score":0.003290534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02895862002898382,"score_gpt":0.2070388330342209,"score_spread":0.1780802130052371,"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."}}