Extra studies in Rio Grande Valley history
Bibliographic record
Abstract
Vaqueros del Valle, a poem / Manuel Medrano -- Matamoros and the Tejanos of Victoria and Goliad in the Texas Revolution: conflicting loyalties and ‘Assiduous Collaborators’ / Craig H. Roell -- Antonio Canales Rosillo / James Mills -- The origins of Salome Balli McAllen / Thomas Daniel Knight -- Sally Skull: the legend / Sondra Shands -- The Kawahata Family comes to the Valley / Randall Sakai – The Battle of Reynosa / Jesus Ramos -- Los días siguientes a la toma de Matamoros por los Constitucionalistas / Andres Cuellar -- H-E-B: an American and Valley success story / Norman Rozeff -- Algunas revistas culturales de Matamoros de 1940 a 1951 / Rosaura Alicia Davila -- Valerio Longoria: for a quarter a song / Manuel Medrano -- Hometown hero: technical Sergeant Noe R. Gonzales, B-17 flying fortress radio operator / Noe E. Perez -- Hidalgo County jury duty, 1954-1960 / Rene Rios -- Little steps by giants: a story of two minority groups working together for racial equality in Edinburg, Texas / Marissa Marmolejo and Thomas De La Cruz -- Timeless chaos: Hurricane Beulah’s march through the Lower Rio Grande Valley, September 1967 / Fernando Ortiz Jr. -- This one is for the masses: a (re)telling of South Texas and its people / Topacio Santivañez -- Migrant children and safe houses in the Tamaulipas-Texas border region / Oscar Misael Hernandez-Hernandez -- The inception of the idea of the University of Texas Rio Grande Valley / Peter Gawenda -- Ephemeral Valley unity and the legislative creation of UTRGV / Anthony Knopp and Alma Ortiz Knopp -- The newest university in the 21st Century: the challenges of creating UT-RGV / Michael L. Faubion -- Attitudes toward immigration policy partisanship and ethnorace: a view from La Frontera / Jessica Lavariega Monforti and Adam McGlynn -- Interview with Patricia Cisneros Young about South Texas tales: stories my father told me / Mimosa Stephenson -- The transmigration of popular religion: praxis and renewal of syncretic faith across the U.S.-Texas frontier / Antonio Noe Zavaleta -- Creating the Rio Grande Valley Civil War Trail / Roseann Bacha-Garza, Christopher L. Miller, and Russell K. Skowronek -- “Raspa man” a poem / Manuel Medrano -- Contributors
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.010 | 0.007 |
| Scholarly communication | 0.004 | 0.001 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.016 | 0.001 |
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; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".