{"id":"W4323322384","doi":"10.11646/phytotaxa.586.1.1","title":"The genus Astragalus (Leguminosae: Papilionoideae: Galegeae) in Mexico","year":2023,"lang":"en","type":"article","venue":"Phytotaxa","topic":"Essential Oils and Antimicrobial Activity","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Astragalus; Genus; Species richness; Herbarium; China; Temperate climate; Taxon; Biology; Floristics; Geography; Old World; Endemism; Species diversity; East Asia; Ecology; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001197231,0.0002918652,0.0002119011,0.001728657,0.000785069,0.0003688702,0.0003013191,0.0001707151,0.001358629],"category_scores_gemma":[0.0001715817,0.0001063643,0.0001163086,0.001396044,0.0003882335,0.0003741209,0.000536111,0.0002212096,0.0001442938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004677008,"about_ca_system_score_gemma":0.0002377493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01760464,"about_ca_topic_score_gemma":0.03372998,"domain_scores_codex":[0.9999418,0.0000100995,0.000005318666,0.00002329962,0.00001059609,0.000008857634],"domain_scores_gemma":[0.9999107,0.00001641729,0.00004554557,0.000006114893,0.00001239863,0.000008798729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005449331,0.00007300468,0.5843914,0.0009461336,0.0001701742,0.001898126,0.01032308,0.0005593555,0.02801222,0.001618861,0.004136118,0.3673266],"study_design_scores_gemma":[0.00001255029,0.00005148088,0.9719759,0.0001318011,0.00007487524,0.0005264026,0.001562692,0.00009107395,0.0003553987,0.0001520785,0.02505659,0.000009110996],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9729006,0.0121368,0.0006176066,0.0002523769,0.00002540457,0.00003130706,0.001013746,0.0000834461,0.0129387],"genre_scores_gemma":[0.987259,0.007032964,0.002197382,0.00009413753,0.00004770744,0.00005322688,0.001198631,0.00001322026,0.002103817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01760464,"threshold_uncertainty_score":0.03500438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01481061462690285,"score_gpt":0.2192769312831443,"score_spread":0.2044663166562414,"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."}}