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Record W3131017143 · doi:10.1080/17450101.2021.1885844

Rootedness along the way: meaningful sociality in petroleum and mining mobile worker camps

2021· article· en· W3131017143 on OpenAlex

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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueMobilities · 2021
Typearticle
Languageen
FieldEngineering
TopicMining and Resource Management
Canadian institutionsnot available
Fundersnot available
KeywordsSocialitySociologyWorkforceEcologyEconomic growthEconomics

Abstract

fetched live from OpenAlex

Rotational shift work, long-distance commuting (LDC) and y-in/ y-out (FIFO) have become increasingly prevalent forms of labour force provision in the resource extraction sector worldwide over the last few decades. This entails the workforce being on the move, with cycles of long shifts on site and extended periods back home. This article draws on ethnographic eld work carried out in Arctic Russia and Subarctic Canada among petroleum and mining workers. It focusses on sociality processes in workers’ camps. I employ the notion of ‘meaningful sociality’ among camp inhabitants, which comes about when workers experience ‘rootedness along the way’. Both notions are basic elements of a long-term and satisfactory mobile and multilocal lifestyle. This article shows how the quality of rootedness, job satisfaction and wellbeing in such a labour setting are highly depen- dent on intersectional conditions of equality at interpersonal and politico- economic scales. Corporations are called upon to actively facilitate the necessary material and a ective camp conditions to enable meaningful sociality and provide an equity-based atmosphere for people to become rooted along their way.

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)0.000
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: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.425
Threshold uncertainty score0.404

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)0.0000.000

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 head0.010
GPT teacher head0.206
Teacher spread0.195 · 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