{"id":"W2314198677","doi":"10.4161/psb.28503","title":"What lies ahead in post-genomics era","year":2014,"lang":"en","type":"article","venue":"Plant Signaling & Behavior","topic":"Plant Pathogens and Fungal Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatoon Medical Imaging; University of Saskatchewan","funders":"Saskatchewan Pulse Growers; Ministry of Agriculture - Saskatchewan","keywords":"Biology; Genomics; Population genomics; Population; Perspective (graphical); Biotechnology; Lineage (genetic); Resistance (ecology); Food supply; World population; Genome; Ecology; Genetics; Environmental health; Developing country; Gene","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01303069,0.0007001407,0.0008395451,0.0008771364,0.0028721,0.007389403,0.00136645,0.007896044,0.01941614],"category_scores_gemma":[0.01476658,0.0002395105,0.0004776494,0.0008721091,0.006668956,0.01692643,0.003425358,0.0109786,0.005947694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002220332,"about_ca_system_score_gemma":0.00575789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001640037,"about_ca_topic_score_gemma":0.002971424,"domain_scores_codex":[0.9969683,0.001081114,0.0001401005,0.0004298251,0.0007494974,0.0006311948],"domain_scores_gemma":[0.9804428,0.007545517,0.0005845681,0.001248175,0.004507205,0.005671743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002452798,0.0002433951,0.002416964,0.00166437,0.00006477721,0.001072594,0.001461438,0.0003302138,0.002552724,0.1628743,0.4992543,0.3278197],"study_design_scores_gemma":[0.00001866617,0.0001148647,0.001884793,0.001250619,0.00002072752,0.0006175294,0.003761962,0.0001732795,0.0007599893,0.09802411,0.8933151,0.00005826064],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.002331942,0.1270878,0.003167824,0.825007,0.02725426,0.00001740103,0.0002438586,0.0001881402,0.01470184],"genre_scores_gemma":[0.08865058,0.3112991,0.012127,0.5016208,0.05383819,0.0001327349,0.0006938092,0.0003435964,0.03129418],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01941614,"threshold_uncertainty_score":0.0689137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01225696081096664,"score_gpt":0.2312987744187832,"score_spread":0.2190418136078165,"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."}}