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Record W7055567204

The dawn of everything a new history of humanity

2021· article· en· W7055567204 on OpenAlexaboutno aff

Bibliographic record

Venuenot available
Typearticle
Languageen
FieldEngineering
TopicLaser Design and Applications
Canadian institutionsnot available
Fundersnot available
KeywordsHumanityIndigenousPoliticsMythologyThe ImaginaryState (computer science)DemocracyPrivate property
DOInot available

Abstract

fetched live from OpenAlex

Farewell to humanity's childhood, Or, why this is not a book about the origins of inequality -- Wicked liberty: The indigenous critique and the myth of progress -- Unfreezing the Ice Age: In and out of chains: the protean possibilities of human politics -- Free people, the origin of cultures, and the advent of private property (not necessarily in that order) -- Many seasons ago: Why Canadian foragers kept slaves and their Californian neighbours didn't; or, the problem with 'modes of production' -- Gardens of Adonis: The revolution that never happened: how Neolithic peoples avoided agriculture -- The ecology of freedom: How farming first hopped, stumbled and bluffed its way around the world -- Imaginary cities: Eurasia's first urbanites - in Mesopotamia, the Indus Valley, Ukraine and China - and how they built cities without kings -- Hiding in plain sight: The indigenous origins of public housing and democracy in the Americas -- Why the state has no origin: The humble beginnings of sovereignty, bureaucracy, and politics -- Full circle: On the historical foundations of the indigenous critique -- Conclusion: The dawn of everything

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 imitation

Not 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.

metaresearch head score (Codex)0.004
metaresearch head score (Gemma)0.005
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.015
Threshold uncertainty score0.060

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0100.071
Scholarly communication0.0100.011
Open science0.0010.004
Research integrity0.0040.011
Insufficient payload (model declined to judge)0.0110.001

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.

Opus teacher head0.022
GPT teacher head0.195
Teacher spread0.172 · 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 source (direct Gemma or distilled Codex), not a consensus.

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

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

Citations227
Published2021
Admission routes1
Has abstractyes

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