{"id":"W4311391024","doi":"10.3390/agronomy12123164","title":"Potential of Omics to Control Diseases and Pests in the Coconut Tree","year":2022,"lang":"en","type":"article","venue":"Agronomy","topic":"Coconut Research and Applications","field":"Chemistry","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Weevil; Biology; Cocos nucifera; Rhynchophorus; Palm; Crop; Curculionidae; Biological pest control; Biopesticide; Pest control; Biotechnology; Arecaceae; PEST analysis; Botany; Agronomy; Pesticide; Toxicology","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":[0.0006310239,0.0009237257,0.001136618,0.001595239,0.0003382907,0.001769855,0.0003242847,0.0005671746,0.001405122],"category_scores_gemma":[0.0004480031,0.0001883014,0.0008483556,0.001534546,0.0002764406,0.001021406,0.0005708506,0.0005876211,0.0004826155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005926334,"about_ca_system_score_gemma":0.0008670969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001430077,"about_ca_topic_score_gemma":0.002248701,"domain_scores_codex":[0.9998037,0.00003138386,0.00001426561,0.00006109654,0.00006365025,0.00002591264],"domain_scores_gemma":[0.9997591,0.00006202863,0.00005202157,0.00001783415,0.00007808945,0.00003100268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007508301,0.0001387121,0.01011164,0.008785894,0.0007970235,0.0005050477,0.000302582,0.002697158,0.6807088,0.004163514,0.004511369,0.2865273],"study_design_scores_gemma":[0.0001161408,0.001682125,0.1386468,0.003214323,0.0027842,0.001973103,0.001581546,0.01023779,0.272227,0.02286174,0.5444191,0.0002561646],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2691385,0.6098791,0.06100944,0.006597712,0.001372518,0.0003749983,0.02290455,0.001478779,0.02724444],"genre_scores_gemma":[0.4902783,0.3699837,0.1017099,0.00427101,0.0007152447,0.0003584495,0.02166215,0.0002675326,0.01075365],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001769855,"threshold_uncertainty_score":0.004700601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00657500138218097,"score_gpt":0.2403321192809141,"score_spread":0.2337571178987331,"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."}}