Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
<JATS1:p>“In The Anatomy of Speed, Parisi has integrated science and his coaching skills to create an approach that will work for anyone wanting more speed.”</JATS1:p> <JATS1:p>Stuart McGill</JATS1:p> <JATS1:p>Professor Emeritus</JATS1:p> <JATS1:p>Author of Back Mechanic and Low Back Disorders</JATS1:p> <JATS1:p>“The Anatomy of Speed is essential reading for anyone who wants to improve speed, agility, and quickness.”</JATS1:p> <JATS1:p>Mike Woicik</JATS1:p> <JATS1:p>Six-Time Super Bowl Champion</JATS1:p> <JATS1:p>Former Head Strength and Conditioning Coach for the Dallas Cowboys and New England Patriots</JATS1:p> <JATS1:p>“Bill Parisi combines his extensive experience with invaluable input from other industry leaders to present the who, what, when, where, and how of elite speed development.”</JATS1:p> <JATS1:p>Eric Cressey</JATS1:p> <JATS1:p>Director of Player Health and Performance for the New York Yankees</JATS1:p> <JATS1:p>Owner of Cressey Sports Performance</JATS1:p> <JATS1:p>Speed is the most mythical of human capabilities. From elementary school playground races to 40-yard dashes at the NFL Combine, speed has long been the gold standard for athletic performance. But for as long as it’s been admired and obsessively pursued, a true understanding of speed has remained elusive … until now.</JATS1:p> <JATS1:p>The Anatomy of Speed is a book like no other. Equal parts science, application, and art, it takes you inside speed: how it is generated, how it is exhibited, and, most importantly, how you can better develop it. Detailed photos, enhanced by hand-drawn anatomical artwork, allow you to experience the multiple anatomical systems that need to work together, in highly coordinated unison, to create these abilities: AccelerationMaximum velocityDecelerationChange of directionAgilityManeuverabilitySpeed-specific strength</JATS1:p> <JATS1:p>You’ll then delve deeper as one of the world’s experts on speed training, Bill Parisi, translates the “why” into the “how” through in-depth interviews with top experts and researchers in the field. You will learn which drills and exercises are most effective for strengthening key muscles and how sequencing can dramatically improve training outcomes. You’ll even find programming menus to create individualized training for your athlete’s goals.</JATS1:p> <JATS1:p>The Anatomy of Speed will forever change the way you see, assess, and train for speed. If you are serious about performance, this is one book you cannot be without.</JATS1:p>
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.
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 | 0.000 | 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 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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 it