{"id":"W2286369224","doi":"10.11646/phytotaxa.246.4.2","title":"A taxonomic revision of the genus Digitaria (Panicoideae: Poaceae) in mainland Southeast Asia","year":2016,"lang":"en","type":"article","venue":"Phytotaxa","topic":"Plant Taxonomy and Phylogenetics","field":"Agricultural and Biological Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"","keywords":"Biology; Digitaria; Taxon; Subgenus; Botany; Poaceae; Key (lock); Synonym (taxonomy); Genus; Taxonomy (biology); Conservation status; Ecology; Habitat","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":[0.0001488202,0.00009703784,0.0001460158,0.000006943174,0.00005127242,0.00001301078,0.0002671207,0.00005730989,0.0001042394],"category_scores_gemma":[0.00004875194,0.00002524775,0.00007560826,0.0001482083,0.00004458634,0.00004392836,0.00008242328,0.00005693455,0.00004106977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001622028,"about_ca_system_score_gemma":0.00001036464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000665699,"about_ca_topic_score_gemma":0.0003558117,"domain_scores_codex":[0.9992717,0.00006999995,0.0002012131,0.0001733165,0.00009164177,0.0001921315],"domain_scores_gemma":[0.9995882,0.000149129,0.0001177044,0.0000866972,0.00001709247,0.00004119211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001113737,0.0001102615,0.3493816,0.0000128741,0.00001522676,0.000003347091,0.00003492746,0.000005949683,0.2117424,0.002107597,0.001025022,0.4354495],"study_design_scores_gemma":[0.0003090767,0.00009120644,0.7167748,0.0001574916,0.000008191555,0.00001124548,0.00008459592,0.00001035243,0.0106943,0.0008095572,0.2708639,0.0001852577],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956353,0.0001661089,0.000007375815,0.000790644,0.00009360698,0.0001844296,0.0002009008,0.000008687136,0.002912907],"genre_scores_gemma":[0.9995783,0.00004933392,0.00004202712,0.00003168234,0.0001068573,0.000004096798,0.000003505589,6.329257e-7,0.0001835413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4352642,"threshold_uncertainty_score":0.1141348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01972844494747602,"score_gpt":0.1914932874326321,"score_spread":0.171764842485156,"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."}}