Bibliographic record
Abstract
The Editorial Committee of the Revista del Jardín Botánico Nacional and the Direction of our Institution thanks the collaboration and agility on the revision of the articles refers to Volume XLI - 2020 to:\n\nDra. Cristina Panfet\nJardín Botánico Nacional, Universidad de La Habana, Cuba\nDr. Loiret Fernández García\nFacultad de Biología, Universidad de La Habana, Cuba\nDr. Dubiel Alfonso González\nJardín Botánico Nacional, Universidad de La Habana, Cuba\nDr. Joel Flores Rivas\nInstituto Potosino de Investigación Científica y Tecnológica, México\nDr. Jorge L. Fontenla Rizo\nInstituto de Ecología y Sistemática, Cuba\nDr. Rodolfo Novelo Gutiérrez\nInstituto de Ecología, México\nDr. Adolfo Cordero Rivera\nUniversidade de Vigo, Galiza, España\nMSc. Majela Hernández Rodríguez\nFacultad de Biología, Universidad de La Habana, Cuba\nMSc. Alina Cuza Pérez\nDepartment of Biology, Douglas College, New Westminster, Canada\nMSc. Lucía Hechavarría Schwesinger\nInstituto de Ecología y Sistemática, Cuba\nMSc. Ilsa Fuentes Marrero\nInstituto de Ecología y Sistemática, Cuba\nMSc. José Luis Gómez Hechevarría\nJardín Botánico de Holguín, Centro de Investigaciones y Servicios Ambientales y Tecnológicos de Holguín, Cuba\nLic. Dennys de Vales Fernández\nFacultad de Biología, Universidad de La Habana, Cuba\nLic. José Luis Fiallo Ruiz\nCentro Nacional de Áreas Protegidas, Cuba\nDr. Duniel Barrios Valdés\nJardín Botánico Nacional, Universidad de La Habana, Cuba\nDra. Nancy Ricardo Nápoles\nInstituto de Ecología y Sistemática, Cuba\nDra. Sofía Borrego Alonso\nArchivo Nacional de la República de Cuba, Cuba\nDr. Michel Faife Cabrera\nFacultad de Ciencias Agropecuarias, Universidad Central “Marta Abreu” de Las Villas\nDra. Marie-Stéphanie Samain\nCentro Regional del Bajío, Instituto de Ecología, México\nDr. Carlos Fernánez\nInstituto de Medicina Tropical “Pedro Kourí”, Cuba\nDr. Armando Payo\nInstituto de Ecología y Sistemática, Cuba\nMSc. Ernesto Testé Lozano\nJardín Botánico Nacional, Universidad de La Habana, Cuba\nMSc. Eddy Martínez Quesada\nCentro de Investigaciones de Medio Ambiente de Camagüey, Cuba\nMSc. Edgardo Díaz Alvarez\nSociedad Cubana de Botánica, Cuba\nMSc. Abel Almarales\nCentro Oriental de Ecosistemas y Biodiversidad (BIOECO), Cuba\nLic. Sandy Toledo González\nFacultad de Ciencias Naturales y Oceanográficas, Universidad de Concepción, Chile\nLic. Hany Lemus-Barrios\nJardín Botánico Nacional, Universidad de La Habana, Cuba\nLic. Diego Alameda\nFacultad de Biología, Universidad de La Habana, Cuba
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.005 | 0.038 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.005 | 0.004 |
| Science and technology studies | 0.004 | 0.002 |
| Scholarly communication | 0.008 | 0.007 |
| Open science | 0.003 | 0.005 |
| Research integrity | 0.003 | 0.005 |
| Insufficient payload (model declined to judge) | 0.374 | 0.223 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; the direct Gemma label and the distilled Codex classifier agree on what is shown here.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".