MétaCan
Menu
Back to cohort
Record W2341732353 · doi:10.25071/2292-4736/38547

Climate Change - Who’s Carrying the Burden?

2014· article· en· W2341732353 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

VenueUnderCurrents Journal of Critical Environmental Studies · 2014
Typearticle
Languageen
FieldSocial Sciences
TopicTransboundary Water Resource Management
Canadian institutionsnot available
Fundersnot available
KeywordsCuriosityClimate changeEnvironmental ethicsNarrativeGlobal warmingEnvironmentalismPolitical scienceSociologyLawEcologyPoliticsPsychologySocial psychology

Abstract

fetched live from OpenAlex

Climate Change - Who’s Carrying the Burden?Edited by ANDERS SANDBERG and TOR SANDBERG. Canadian Centre for Policy Alternatives, 2010. $35.00Reviewed by Miranda BakshChilly Climates - Who’s Carrying the Burden? is a collection of eighteen intriguing narratives on current global environmental issues, written by activists, scholars, and professionals from diverse disciplinary backgrounds. Ranging from the Green Party’s Elizabeth May to York University professor Anders Sandberg, the array of perspectives presented enables the reader to analyse environmental issues from various angles. This allows the audience to use these perspectives to help sculpt and broaden their own personal opinion. Global environmental dilemmas are highlighted, which not only broadens the reader’s understanding of climate change concerns but both sparks their curiosity and allows them to question the issues further.The stories of those who most acutely suffer the effects of climate change are represented in the pages of this text through investigations of numerous environmental events that have occurred—particularly those that have taken place in marginalized communities — around the world. Contributors to this text highlight the stories of those who suffer the effects of climate change most profoundly, ensuring that the prolonged stresses with which they contend are uncovered and understood. Exemplary contributions include Sonja Killoran-McKibbin’s description of an efficient citizen-based conference in Cochabamba, Bolivia; Tanya Gulliver’s insights on the aftermath of Hurricane Katrina; and Tor Sandberg’s interview with renowned environmentalist, Vandana Shiva, who discusses current issues in India related to the increased use of fossil fuels.Other important concepts for students in environmental studies introduced in this text include environmental refugees, presented by Aaron Saad; reproductive justice, explored though Noel Sturgeon’s ecocritique of the animated film Happy Feet; and the survival of Inuit populations, as explored by Jelena Vesic. Each contribution to this volume not only makes the reader aware of the appalling situations that people face around the world as a result of climate change, but also motivates the reader to think about climate change issues more critically, interrogating how they might be implicated in unjust practices. By providing examples of past environmental events as well as new approaches to tackling environmental concerns, the writing in this text encourages readers to look for solutions and to educate others about climate change and environmental justice issues. This book offers an alternative to the conventional belief that climate change is an issue we will only face in the distant future. Instead, the papers in this text argue that climate change is an existing problem and that its consequences are irreversible. The urgency, seriousness, and international implications of climate change are made clear in this text as the authors collectively argue that we need to shift our thinking to include both solution centred approaches and preventative measures to deal with the dire consequences of the planet’s changing climate. In addition, previous failures in addressing environmental concerns are illustrated, such as the unsuccessful United Nations conference in Copenhagen (COP15). Accordingly, the reader is exposed to the inadequate process by which global environmental issues are frequently dealt with, and the unwillingness of the parties who are primarily responsible to take meaningful action. This collection of critical writing not only informs and enlightens the reader, but is also inspirational. Chilly Climates - Who’s Carrying the Burden? makes evident that climate change is truly a global phenomenon, and that we are entering a time of global inequity. Each contribution to this compilation presents a unique approach to climate change research where readers are encouraged to appreciate the diversity of each bias, as they are derived from personal experiences of the authors. This book is recommended for students, educators, and citizens who wish to explore alternative perspectives on climate change, which do not lose sight of its victims.~MIRANDA BAKSH is an undergraduate student at York University in the Faculty of Environmental Studies. She is focusing her studies in the Environmental Management stream of her program, and also has a broad range of interests in French Studies, Dance, and Biology.

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: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.841
Threshold uncertainty score0.870

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 studies0.0010.002
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 head0.076
GPT teacher head0.361
Teacher spread0.285 · 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