{"id":"W4360992862","doi":"10.1073/pnas.2205769120","title":"The next era of crop domestication starts now","year":2023,"lang":"en","type":"article","venue":"Proceedings of the National Academy of Sciences","topic":"Seed and Plant Biochemistry","field":"Agricultural and Biological Sciences","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Domestication; Food security; Agricultural biodiversity; Anthropocene; Diversity (politics); Agroforestry; Agroecosystem; Cropping; Ecosystem services; Food systems; Flannery; Biotechnology; Geography; Biology; Environmental resource management; Agriculture; Ecology; Political science; Ecosystem; Environmental science","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":[0.0009510735,0.00005005729,0.00007149193,0.00001061636,0.0002923476,0.00002658093,0.0006575348,0.00005127935,0.00001695201],"category_scores_gemma":[0.000404402,0.00001440032,0.00004944646,0.0009108396,0.000530545,0.0001394132,0.00008079606,0.00009168391,0.000003154529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000592892,"about_ca_system_score_gemma":0.000008863603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008864473,"about_ca_topic_score_gemma":3.176722e-7,"domain_scores_codex":[0.9989011,0.000004147309,0.0001966466,0.000124713,0.0006619616,0.000111392],"domain_scores_gemma":[0.9991419,0.0003995779,0.0002575206,0.00000317634,0.0001778794,0.00001997413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000007036058,0.00001022179,0.003683001,0.00001157526,0.000003461683,1.381766e-9,0.00003103407,0.000007298045,0.986442,0.004690857,0.001860695,0.003252868],"study_design_scores_gemma":[0.00003699392,0.00003622356,0.3589338,0.00005536275,0.000004658603,0.000002635383,0.0003317646,0.0003550867,0.61194,0.02635615,0.001894835,0.00005255628],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866762,0.0001028204,1.074667e-8,0.01060619,0.00001626629,0.0000694199,0.00002958032,0.00001048344,0.002489044],"genre_scores_gemma":[0.9994048,0.0001543102,0.00003920073,0.00007995501,0.00007945009,0.000003478506,8.238086e-7,2.168802e-7,0.0002377929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.374502,"threshold_uncertainty_score":0.2248531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05801691668919411,"score_gpt":0.2789405995940347,"score_spread":0.2209236829048406,"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."}}