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Record W2312627078 · doi:10.1061/40927(243)583

Implementation and Enforcement of the Clean Water Act: Report from a Special Master and Monitor

2007· article· en· W2312627078 on OpenAlexaboutno aff
Jonathan W. Bulkley

Bibliographic record

VenueWorld Environmental and Water Resources Congress 2007 · 2007
Typearticle
Languageen
FieldEnvironmental Science
TopicUrban Stormwater Management Solutions
Canadian institutionsnot available
Fundersnot available
KeywordsEnforcementCommissionLawClean Water ActSewage treatmentLaw enforcementEngineeringEnvironmental planningPolitical scienceWaste managementEnvironmental scienceWater quality

Abstract

fetched live from OpenAlex

In 1978, Judge John Feikens, U.S. District Court of the Eastern District of Michigan appointed a panel of three Special Masters to investigate complex wastewater rate issues that had arisen between the City of Detroit and seventy-seven suburban customers who received treatment of their wastewater at the Detroit Wastewater Treatment Plant. This paper presents key recommendations from the Special Masters that later were implemented through the court. In 1979, Judge Feikens appointed a Monitor to assist the court in responding to allegations by the regulatory agencies including both the U.S. EPA and the State of Michigan that the City of Detroit had failed to implement the Consent Degree approved by the court in 1977. In 1989, the court referred three new activities to the Monitor. One action focused upon the control of Combined Sewer Overflows (CSO) in the Rouge River, one of the Areas of Concern identified by the International Joint Commission for the Boundary Waters of the U.S. and Canada. A second action required development of an Industrial Waste Control Program for the Detroit Wastewater Treatment Plant to meet the regulatory requirements of both the state and federal agencies for pre-treatment of industrial wastes. The third action task focused upon the requirements needed to bring the Downriver Wastewater Treatment Plant in Wyandotte Michigan into compliance with the Clean Water Act. In 1999, the court directed the Monitor to chair a seven-member Committee to Investigate Violations of the DWSD's NPDES Permit for a time period from August 1997 through March 1999. The court provided critical leadership and direction in the process of bringing these two major wastewater treatment plants in Michigan into full compliance with the provisions of the Clean Water Act and the Clean Air Act.

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)0.041
metaresearch head score (Gemma)0.055
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.096
Threshold uncertainty score0.219

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0410.055
Meta-epidemiology (narrow)0.0010.002
Meta-epidemiology (broad)0.0010.002
Bibliometrics0.0020.003
Science and technology studies0.0100.003
Scholarly communication0.0100.005
Open science0.0050.006
Research integrity0.0170.018
Insufficient payload (model declined to judge)0.0040.001

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 head0.008
GPT teacher head0.204
Teacher spread0.196 · 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 designNot applicable
Domainnot available
GenreOther

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
Published2007
Admission routes1
Has abstractyes

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