{"id":"W4412165584","doi":"10.22541/au.175217035.58311493/v1","title":"Cyperus melanostachyus Kunth (Cyperaceae): A New Report to","year":2025,"lang":"es","type":"preprint","venue":"","topic":"Botany, Ecology, and Taxonomy Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cyperaceae; Cyperus; Geography; Botany; Biology; Poaceae","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":[0.00008825342,0.0004911235,0.0003040408,0.001682107,0.0008903591,0.00035715,0.0002648568,0.0002021358,0.005057836],"category_scores_gemma":[0.0001477253,0.0001371607,0.0001686959,0.0007701725,0.0003864296,0.0005317815,0.0004202985,0.0002797702,0.001153634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001862504,"about_ca_system_score_gemma":0.0001631152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002839323,"about_ca_topic_score_gemma":0.009300008,"domain_scores_codex":[0.9999108,0.000007958867,0.00001092541,0.00003979153,0.00001426404,0.00001608407],"domain_scores_gemma":[0.9998852,0.00001673923,0.00003385541,0.0000234721,0.00001554999,0.00002521378],"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":[0.0005450417,0.0002913181,0.1871976,0.001087599,0.0001364799,0.009561857,0.006658658,0.0001200701,0.07507782,0.001307678,0.0072911,0.7107248],"study_design_scores_gemma":[0.00001043366,0.0003030713,0.8580797,0.0000790932,0.0001085192,0.0148212,0.00162994,0.000119283,0.005054777,0.0003258888,0.1194418,0.00002622521],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9559562,0.01029286,0.002389637,0.0002915714,0.0002440565,0.0001719236,0.001171493,0.0002098282,0.02927246],"genre_scores_gemma":[0.965756,0.0053766,0.004255753,0.0002225508,0.0002084374,0.00006417559,0.001553804,0.00002972915,0.02253299],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005057836,"threshold_uncertainty_score":0.01692015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04106639321171802,"score_gpt":0.2718872191151529,"score_spread":0.2308208259034349,"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."}}