{"id":"W4398132188","doi":"10.3390/agronomy14051076","title":"The Recognition and Utilization of Natural Genetic Resources for Advances in Plant Biology through Genomics and Biotechnology","year":2024,"lang":"en","type":"article","venue":"Agronomy","topic":"Plant tissue culture and regeneration","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Genomics; Biotechnology; Biology; Computational biology; Genetic resources; Genetics; Genome; Gene","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":[0.0008967535,0.0002674418,0.0004505644,0.0004638894,0.0006187774,0.001082068,0.0005899382,0.0006027627,0.003622921],"category_scores_gemma":[0.0006974031,0.000150814,0.0002884596,0.0007314612,0.001365815,0.001178305,0.0009814112,0.001380609,0.002098566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003909531,"about_ca_system_score_gemma":0.001165471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005400283,"about_ca_topic_score_gemma":0.0008788204,"domain_scores_codex":[0.9997302,0.00004257902,0.00001897616,0.00005853393,0.0001144964,0.00003521498],"domain_scores_gemma":[0.9995584,0.0001172105,0.00008871088,0.00009066983,0.00008723658,0.00005782859],"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":[0.0001734643,0.0002034132,0.002387546,0.001166264,0.00005992915,0.0005856858,0.0003129174,0.0005984516,0.6449997,0.07956373,0.01233552,0.2576134],"study_design_scores_gemma":[0.00006637798,0.0005617385,0.009589874,0.0003743768,0.0001251563,0.004332408,0.0007187703,0.001562336,0.298625,0.09307452,0.590836,0.0001335778],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3295005,0.1644702,0.3160161,0.05975686,0.006568163,0.0004597307,0.003897957,0.001942925,0.1173876],"genre_scores_gemma":[0.5917425,0.09072883,0.2634612,0.01085882,0.002079418,0.0002756272,0.003609258,0.0003328734,0.03691144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003622921,"threshold_uncertainty_score":0.01211989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01561700209920812,"score_gpt":0.248034767785776,"score_spread":0.2324177656865679,"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."}}