{"id":"W3013607967","doi":"10.3389/fevo.2020.00074","title":"Ancient Plant DNA as a Window Into the Cultural Heritage and Biodiversity of Our Food System","year":2020,"lang":"en","type":"article","venue":"Frontiers in Ecology and Evolution","topic":"Pacific and Southeast Asian Studies","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Ethnobiology; Biodiversity; Sustainability; Agricultural biodiversity; Herbarium; Ancient DNA; Paleoethnobotany; Geography; Agroforestry; Biology; Ecology; Environmental ethics; Agriculture; Sociology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002308055,0.00004748191,0.0001311126,0.00002249124,0.0004161307,0.000007048381,0.00005826304,0.00007220793,5.137415e-7],"category_scores_gemma":[0.00006424421,0.00003512446,0.00001789397,0.00009622494,0.0003187331,0.00006465305,0.00004147349,0.00006508063,0.00000257552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007302446,"about_ca_system_score_gemma":0.00003256406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002414458,"about_ca_topic_score_gemma":0.000885587,"domain_scores_codex":[0.9994686,0.0001412725,0.00007948744,0.0001141921,0.00006732799,0.0001291614],"domain_scores_gemma":[0.9998499,0.00001144681,0.00004523309,0.00002895239,0.00001973821,0.00004477656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005466953,0.000008275893,0.8710838,0.00001883527,0.00002486888,0.000002107579,0.1221742,0.000001249091,0.00001264188,0.002280702,0.004224093,0.0001145632],"study_design_scores_gemma":[0.0002050378,0.00008191156,0.3985662,0.000006291893,0.00001284604,0.000001053491,0.5998639,0.00005538825,0.000003173653,0.0001708627,0.0009952626,0.00003812999],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935302,0.00128772,0.00007218998,0.003051217,0.0004210808,0.0001393719,0.00001794751,0.00001399989,0.001466245],"genre_scores_gemma":[0.9996785,0.00008647869,0.0001087866,0.00005914228,0.00003921084,0.000003500111,0.000001253145,7.196007e-7,0.00002244228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4776897,"threshold_uncertainty_score":0.3200583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01328827462623248,"score_gpt":0.2183884617158389,"score_spread":0.2051001870896065,"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."}}