Bibliographic record
Abstract
<JATS1:p>Intimate Warfare: The True Story of the Arturo Gatti and Micky Ward Boxing Trilogy traces the lives and careers of two legendary fighters—Micky Ward, a humble, hardscrabble, blue-collar Irishman from Lowell, Massachusetts, and Arturo Gatti, a handsome, flashy, charismatic Italian-born star who was raised in Montreal. Dennis Taylor and John J. Raspanti paint a vivid portrait of these two fighters who ushered each other into boxing lore and formed an unlikely friendship despite their brutal battles in the ring. Gatti’s life would end tragically and mysteriously just a few years later, but his name and Ward’s remain tied together in boxing history.</JATS1:p> <JATS1:p>In Intimate Warfare, each of the three spectacular fights between Gatti and Ward, two of which were named The Ring magazine’s “Fight of the Year,” are described in detail. Multiple photographs from the trilogy highlight the intensity and power of these epic collisions. With a foreword by former world champion and International Boxing Hall of Famer Ray “Boom Boom” Mancini, this book will be of interest to all fans of boxing.</JATS1:p>
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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 | 0.003 | 0.001 |
| Meta-epidemiology (narrow) | 0.002 | 0.002 |
| Meta-epidemiology (broad) | 0.002 | 0.002 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.003 | 0.003 |
| Scholarly communication | 0.004 | 0.002 |
| Open science | 0.003 | 0.001 |
| Research integrity | 0.004 | 0.002 |
| Insufficient payload (model declined to judge) | 0.019 | 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; both teacher heads 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".