{"id":"W2741270017","doi":"10.2135/cropsci2017.01.0014","title":"The Vulnerability of Plant Genetic Resources Conserved Ex Situ","year":2017,"lang":"en","type":"article","venue":"Crop Science","topic":"Genetically Modified Organisms Research","field":"Agricultural and Biological Sciences","cited_by":111,"is_retracted":false,"has_abstract":true,"ca_institutions":"Plant Biotechnology Institute","funders":"Agriculture and Agri-Food Canada","keywords":"Genetic erosion; Biology; Germplasm; Ex situ conservation; Sustainability; Agriculture; Vulnerability (computing); Food security; Genetic resources; Agroforestry; Biotechnology; Environmental resource management; Genetic diversity; Ecology; Agronomy; Endangered species; Economics; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.001287942,0.00007673856,0.00009988162,0.000007040584,0.002435945,0.000505753,0.002355301,0.00003731206,0.00009771777],"category_scores_gemma":[0.001246711,0.00002247244,0.00003942364,0.0001735631,0.004373976,0.00008504917,0.000556025,0.0001065269,0.00003577238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001684656,"about_ca_system_score_gemma":0.00005086408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005146618,"about_ca_topic_score_gemma":0.000895952,"domain_scores_codex":[0.9984387,0.00007707257,0.0001771517,0.0003304629,0.0005860376,0.000390571],"domain_scores_gemma":[0.9988896,0.000313425,0.0001085133,0.000355806,0.0001883232,0.0001443719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00001289358,0.00002009967,0.01799361,0.000002075081,0.000001137495,0.000001743709,0.00005846916,0.000002547093,0.9598466,0.0001707097,0.00006652351,0.02182359],"study_design_scores_gemma":[0.00003975363,0.00009423854,0.8450875,0.00000445862,0.000001393929,0.00000323971,0.00009086798,0.0001102085,0.1511433,0.0007777543,0.002588956,0.00005832902],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954284,0.00009076909,0.00000299442,0.002136371,0.00008567313,0.0001537383,0.00001592033,0.00001259456,0.00207347],"genre_scores_gemma":[0.9994886,0.0000227591,0.0001487872,0.00002872183,0.00004952297,0.000004193353,5.114107e-7,4.097255e-7,0.0002564725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8270938,"threshold_uncertainty_score":0.9988627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05131115561335274,"score_gpt":0.2825628963965146,"score_spread":0.2312517407831619,"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."}}