{"id":"W4414316135","doi":"10.5376/mpr.2025.15.0015","title":"Pan-Genome Analysis of <i>Astragalus membranaceus</i> Genetic Basis of Trait Diversity","year":2025,"lang":"en","type":"article","venue":"Medicinal Plant Research","topic":"Traditional Chinese Medicine Analysis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Trait; Genetic diversity; Diversity (politics); Basis (linear algebra); Inheritance (genetic algorithm); Identification (biology)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001164841,0.0002413671,0.0002728408,0.0007285449,0.0003318267,0.0002395662,0.000194744,0.0001923289,0.001671907],"category_scores_gemma":[0.0001180848,0.00009661541,0.0004456878,0.001009418,0.0001352435,0.000116325,0.0003301848,0.000457474,0.0002433018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002385515,"about_ca_system_score_gemma":0.0002581831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002453804,"about_ca_topic_score_gemma":0.004725114,"domain_scores_codex":[0.9999201,0.000007423786,0.000006191682,0.00003760009,0.00001508482,0.0000134568],"domain_scores_gemma":[0.9998807,0.00002672008,0.00003822069,0.00001160299,0.00001587385,0.00002684928],"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":[0.0001684943,0.00002212167,0.003790075,0.00004603988,0.00005274282,0.0001092929,0.00006120813,0.0001286594,0.9897339,0.0001957123,0.0001002102,0.005591641],"study_design_scores_gemma":[0.00007944601,0.0002173358,0.8298817,0.00003174398,0.0006344783,0.001018101,0.0002819206,0.005554918,0.1447328,0.0005251702,0.01700377,0.00003858549],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888967,0.0003098811,0.004201983,0.000112084,0.00001420928,0.00001851565,0.004291974,0.0001251459,0.002029491],"genre_scores_gemma":[0.9852452,0.0002229412,0.005489182,0.0001164747,0.000008770838,0.00002309596,0.006585008,0.00008609718,0.002223211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002453804,"threshold_uncertainty_score":0.005593121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04925183572310255,"score_gpt":0.3304659367644797,"score_spread":0.2812141010413772,"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."}}