MétaCan
Menu
Back to cohort
Record W4385247916 · doi:10.56557/jogee/2022/v16i37722

PHYSICAL ASSESSMENT OF THE CANADIAN STEWARDSHIP PROGRAMS ON EMPTY PLASTIC BEVERAGE CONTAINERS IN SASKATCHEWAN AND ALBERTA PROVINCES

2022· article· en· W4385247916 on OpenAlexaboutno aff
K. O. ALLEN-TAYLOR

Bibliographic record

VenueJournal of Global Ecology and Environment · 2022
Typearticle
Languageen
FieldEnvironmental Science
TopicMunicipal Solid Waste Management
Canadian institutionsnot available
Fundersnot available
KeywordsStewardship (theology)BusinessNegotiationExtended producer responsibilityEnvironmental planningEnvironmental resource managementWaste managementEnvironmental scienceEngineeringPolitical science

Abstract

fetched live from OpenAlex

Stewardship programs are gradually being phased out in favor of Extended Producer Responsibility (EPR) schemes, which are used in various forms in different Canadian provinces. An example is the British Columbia province's EPR program on empty plastic beverage containers. Provinces like Saskatchewan and Alberta, on the other hand, continue to rely on stewardship programs and are in the process of incorporating the EPR policy as a program into their waste management regulations. Therefore, this study will discuss how stewardship program policies have helped to solve a portion of the plastic waste problem; however, negotiations to fully integrate the EPR program into Saskatchewan and Alberta waste management policies are still ongoing. The significance of this study has demonstrated how stewardship programs in Saskatchewan and Alberta have promoted the reuse and recycling economy of plastic management to a limited extent in these respective provinces. A case study method was used to analyze and investigate the stewardship program, with a focus on plastic bottle management. Field observations were conducted at selected recycling companies (Sarcan recycling and Alberta beverage container recycling corporation) in Saskatchewan and Alberta to correlate the data gathered during the investigation, as presented in this research outcome. Implementing the EPR program, according to the study's findings, may be the most effective way for Canada to achieve a circular economy of plastic waste management.

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 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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.445
Threshold uncertainty score0.972

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 head0.006
GPT teacher head0.222
Teacher spread0.216 · 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 teacher head, 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

Citations1
Published2022
Admission routes1
Has abstractyes

Explore more

Same venueJournal of Global Ecology and EnvironmentSame topicMunicipal Solid Waste ManagementFrench-language works237,207