Bibliographic record
Abstract
Energy Expenditure Under Field Conditions. Edited by Jana Par- Izkova. 139 pp. Papers from an International Workshop held in Prague, April 6-8, 1981, Charles University, Prague, Czechoslovakia, 1983, Kcs. 16.50. (Reviewed by Michael A. Little, State University of New York) Growth, Fitness and Nutrition in Preschool Children. By Jana Par- izkova, A. Adamec, J. BerdychovA, J. Cermak, J. Hgrna and Z. Teply. 136 pp. Charles University, Prague, Czechoslovakia, 1984. Kcs. 17.00. (Reviewed by Michael A. Little, State University of New York) Physical Structure of Olympic Athletes. Part 11: Kinanthropometry of Olympic Athletes. Edited by J. E. L. Carter, vii + 245 pp. Volume 18, Medicine and Sport Science Series. Karger, Basel, 1984. $94.00. (Reviewed by Michael A. Little, State University of New York) Human Adaptation to Environment. Edited by Amitabha Basu and Barun Mukhopadhyay. v + 97 pp. Proceedings of a Symposium held at the Xlth International Congress of Anthropological and Ethnological Sciencs, Vancouver, Canada, August 20-25, 1983, Indian Anthropological Society, Calcutta, 1985. Rs. 75. (Reviewed by Michael A. Little, State University of New York) Nonhuman Primate Models for Human Growth and Development. Edited by Elizabeth S. Watts, xi + 327 pp. Monographs in Primatology, Volume 6. Alan R. Liss, New York, 1985, $46.00. (Reviewed by Barry Bogin, The University of Michigan) Quantitative Genetics, Fart I. Explanation and Analysis of Continuous Variation. Edited by W. G. Hill, xi + 347 pp. Benchmark Papers in Genetics Series, Van Nostrand Reinhold, New York, 1984. $47.50. (Reviewed by L. B. Jorde, University of Utah School of Medicine) Quantitative Genetics, Fart II. Selection. Edited by W. G. Hill, xiii + 397 pp. Benchmark Papers in Genetics Series, Van Nostrand Reinhold, New York, 1984. $49.50. (Reviewed by L. B. Jorde, University of Utah School of Medicine)
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 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.004 | 0.004 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.005 | 0.003 |
| Open science | 0.002 | 0.002 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.481 | 0.469 |
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".