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Flexible Production on the Working Waterfront: The Social Origins of the Northwest Atlantic Sea Urchin Industry*

2001· article· en· W2116362437 on OpenAlex
Sean Lauer

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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueRural Sociology · 2001
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicGlobal trade, sustainability, and social impact
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsSea urchinFlexibility (engineering)FisheryShoreProduction (economics)BusinessProduct (mathematics)Economic geographyEconomicsEcologyBiologyManagement

Abstract

fetched live from OpenAlex

Abstract In 1986 the northwest Atlantic sea urchin was little more than a nuisance to local fishermen. Six years later, sea urchins were the second most valuable fishery in Maine, next the lobsters. This paper examines the initiation and early development of the northwest Atlantic sea urchin industry. The industry is unique because of its quick growth and its reliance on international markets. On the basis of ethnographic research, I examine the ability of firms already working in in‐shore fisheries to adapt to the introduction of international markets for a new product. Institutional arrangements of the working waterfront facilitate these adaptations through technological and social flexibility. In addition, flexible adaptation to the sea urchin market was not inhibited by existing formal or informal institutions. This analysis of the sea urchin industry and the working waterfront contributes to current discussions about small‐firm networks and the economic sociology of industries.

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 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)0.001
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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.055
Threshold uncertainty score0.995

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

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 head0.036
GPT teacher head0.275
Teacher spread0.239 · 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