MétaCan
Menu
Back to cohort
Record W7033781211

Review: Game Wizards: The Epic Battle for Dungeons & Dragons

2023· article· en· W7033781211 on OpenAlexaff

Bibliographic record

VenuePress Start (University of Glasgow) · 2023
Typearticle
Languageen
FieldMedicine
TopicIron Metabolism and Disorders
Canadian institutionsConcordia University
Fundersnot available
KeywordsNucleofectionGestational periodTSG101DiafiltrationDysgeusiaEmperipolesisLiquationDurvalumabTriacetin
DOInot available

Abstract

fetched live from OpenAlex

No disrespect toward Jon Peterson's prior work, but his latest foray into the history of Dungeons & Dragons (D&D)-and the multifarious games, hobbies, and businesses that played a part in its astonishing rise-is more accessible than the canonical Playing at the World (2012).Where the author's previous offering can be a challenging read due to its ambitious scope, Game Wizards is a much more tightly written affair.Peterson propels the reader through the early history of D&D and the emergence of the now defunct Tactical Studies Rules (TSR) company, tracing the emergence of the fantasy role-playing business landscape in the 1970s and 1980s.In Peterson's own words, this is "the story of how D&D rose from its humble origins to become a pop culture phenomenon, and what that remarkable journey did to the people who made it" (p.xi).It is this focus on personal relationships and corporate rivalries that makes Game Wizards so compelling; Peterson shirks idealistic narratives and long-winded rule descriptions in favor of sordid business affairs and the strained relationships between hobbyists-turned-entrepreneurs.Many authors have approached the history of Gary Gygax and D&D over the past decades, but the success of such chronicles have been mixed.Michael Witwer's comprehensive biography of Gygax, Empire of Imagination (2015), is informative but tends to gloss over some of the less savory aspects of his personality in pursuit of a hero's narrative.This is particularly noticeable in Witwer's downplaying of David Arneson's contributions to the tabletop game, often relegating him to a supporting role in the franchise's history.Of Dice and Men (2013) is similarly enlightening, with David Ewalt weaving together bits of corporate history, biography, and personal reflections.But it reads as a mlange of information rather than a definitive chronicling and comes

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 imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.138
Threshold uncertainty score0.551

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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.

Opus teacher head0.043
GPT teacher head0.274
Teacher spread0.232 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreEmpirical

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".

Quick stats

Citations0
Published2023
Admission routes1
Has abstractyes

Explore more

Same venuePress Start (University of Glasgow)Same topicIron Metabolism and DisordersFrench-language works237,207