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Record W7031450584

Downward Spiral

2005· other· en· W7031450584 on OpenAlexaboutno aff

Bibliographic record

VenueOhioLink ETD Center (Ohio Library and Information Network) · 2005
Typeother
Languageen
FieldEarth and Planetary Sciences
TopicMarine Biology and Ecology Research
Canadian institutionsnot available
Fundersnot available
KeywordsMultitudeVariety (cybernetics)Point (geometry)Period (music)Western hemisphere
DOInot available

Abstract

fetched live from OpenAlex

SLAVERY AND THE MAKING OF AMERICA is a landmark, four-part series that examines the history of slavery in the United States and the integral role it played in shaping the new country's development.Breaking with conventional documentary production approaches, the series producers, PBS's Thirteen/WNET New York, have used dramatic re-enactments to take viewers back in time and deep into the slave experience. Much of the story is presented from a unique vantage point ? through the eyes of the enslaved. As factually represented in this series, American slavery evolved from a loosely defined labor system which provided some protection under the law, into the tightly regulated enslavement without recourse, based solely on race. Underscoring how slavery impacted the growth of this country's Southern and Northern states; the series examines issues still relevant today. The variety of cultures from which the slaves originated provided the budding states with a multitude of skills that had a dramatic effect on the diverse communities. From joining the British in the Revolutionary War, to fleeing to Canada, to joining rebel communities in the U.S., the slaves sought freedom in many ways, ultimately having a far-reaching effect on the new hemisphere they were forced to inhabit.Acclaimed actor Morgan Freeman narrates the series, which features a score by Michael Whalen.Program One covers the period from 1619 through 1739 and spotlights the origins of slavery in America, focusing on Dutch New Amsterdam (later New York City). This installment shows how slavery in its early days was a loosely defined labor source similar to indentured servitude, in which Africans and others of mixed race and/or mixed culture had some legal rights, could take their masters to court and could even earn wages as they undertook the backbreaking labor involved in building a new nation ? clearing land, constructing roads, unloading ships. But further south, the story of John Punch served as an omen of things to come. Captured after attempting to escape his tobacco plantation, he received a sentence far harsher than the two white men who ran with him. Indeed, in the Carolinas, where the enslaved were teaching struggling white planters how to grow the wildly lucrative crop ?oryza? (rice), the labor system was already progressing towards the absolute control, dehumanizing oppression and sheer racism we today most commonly associate with slavery. The first hour culminates with the bloody Stono rebellion in South Carolina, which led to the passage of ?black codes,? regulating virtually every aspect of slaves? lives.The first episode features the stories of John Punch, Emanuel Driggus and Francis Driggus.Cast: John Punch: Damion Somerville; Emanuel Driggus: Fred Johnson; Francis Driggus: Virginia Pinckney

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)0.001
metaresearch head score (Gemma)0.006
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.231
Threshold uncertainty score0.774

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.006
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0060.006
Scholarly communication0.0120.010
Open science0.0010.008
Research integrity0.0030.005
Insufficient payload (model declined to judge)0.2310.087

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 head0.009
GPT teacher head0.201
Teacher spread0.192 · 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 designObservational
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
Published2005
Admission routes1
Has abstractyes

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