Bibliographic record
Abstract
Portfolio of Photographs by David Burckhalter Teresa Valdivia Dounce Click for larger view View full resolution Hoofing it down a San Bernardo lane toward “Los Pilares” (1992) [End Page 530] Click for larger view View full resolution The road to Rancho San Pedro and Guajaray (1995) [End Page 531] Click for larger view View full resolution In the forest above San Bernardo (1995) [End Page 532] Click for larger view View full resolution Cipriano on the trail back home to Jánaco (1995) [End Page 533] Click for larger view View full resolution Cipriano in the forest (1995) [End Page 534] Click for larger view View full resolution José Ruelas relaxing at Rancho San Pedro (1995) [End Page 535] Click for larger view View full resolution Homework (1995) [End Page 536] Click for larger view View full resolution Making corn tortillas (1995) [End Page 537] Click for larger view View full resolution Fiesta of San Isidro Labrador at Los Bajíos (1995) [End Page 538] Click for larger view View full resolution San Bernardo, looking south (January 2012) Click for larger view View full resolution San Bernardo street scene, looking north (May 2012) [End Page 539] Click for larger view View full resolution “Los Pilares” from the high road to Chorijoa (January 2012) Click for larger view View full resolution Site of the “Los Pilares” Dam, now under construction (January 2012) [End Page 540] Click for larger view View full resolution The Mayo River and the forest in summer, south of Chorijoa (August 2013) Click for larger view View full resolution The Mayo River below Chorijoa (December 2012) [End Page 541] Click for larger view View full resolution Mayo River landscape near Chorijoa (December 2012) Click for larger view View full resolution A pool on the Mayo River at Chorijoa (December 2012) [End Page 542] Click for larger view View full resolution The Mayo River carrying summer rains, Chorijoa to the northeast (August 2013) Click for larger view View full resolution On the trail to Rancho Las Chollas (October 2012) [End Page 543] Click for larger view View full resolution Looking south across the Mayo River to “Los Pilares” (January 2012) Click for larger view View full resolution “La Herradura” from the road to Mochibampo (January 2012) [End Page 544] Click for larger view View full resolution The Mayo River south of Mochibampo (March 2013) Click for larger view View full resolution Foot bridge across the Mayo River at Mochibampo (August 2013) [End Page 545] Click for larger view View full resolution Herding cows at Mesa Colorada (December 2013) Click for larger view View full resolution The Mayo River and Mesa Colorada, looking to the southwest (August 2013) [End Page 546] Click for larger view View full resolution Foot bridge across the Mayo River connecting Mesa Colorada with Burapaco (January 2012) [End Page 547] Click for larger view View full resolution Planting wild tobacco at Mesa Colorada (March 2013) [End Page 548] Teresa Valdivia Dounce Tepepan, Tlalpan, Ciudad de México Copyright © 2014 Arizona Board of Regents
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 distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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 teacher head, 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".