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Smog under the radar

2007· review· en· W2009593321 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

VenueFrontiers in Ecology and the Environment · 2007
Typereview
Languageen
FieldMedicine
TopicMedicinal Plant Studies
Canadian institutionsnot available
Fundersnot available
KeywordsClean Air ActOzone layerTropospheric ozoneSurpriseEnvironmental scienceMontreal ProtocolClimate changeAir quality indexMeteorologyOzonePolitical scienceAir pollutionGeographySociologyChemistryOceanography

Abstract

fetched live from OpenAlex

This year, mid-winter air quality issues have blossomed like early crocuses. In February, the United Nations Intergovernmental Panel on Climate Change stated unequivocally that it is “very likely” – in fact, 90% certain – that climate change is being driven by the burning of fossil fuels. It warned of rising temperatures and sea levels and extreme weather in the coming century. The Panel's findings were no big surprise to anyone, except maybe those at the US Environmental Protection Agency (EPA) who had argued before the Supreme Court that there wasn't enough data to reach the conclusion that CO2 emissions should be reduced. At the end of January, EPA scientists, as part of the periodic review required by the Clean Air Act (CAA), and perhaps in an attempt to awaken EPA administrators from their CO2 slumber, called for tougher smog rules in a Staff Paper entitled Review of national ambient air quality standards for ozone – policy assessment of scientific and technical information. Most Americans are confused about tropospheric, ground-level ozone as a pollutant versus the overwhelming benefits of the stratospheric ozone layer's shield against UV-B radiation. Ozone, of course, is somewhat schizoid, but we now know that the near-surface version is not a good thing. Tropospheric ozone is formed when volatile organic compounds and nitrogen oxides react in the presence of sunlight. Summers present the most conducive conditions for this process, as denizens of urban America can testify. Ozone smog is known to have toxic effects on human, animal, and plant life and smog/ozone episodes are common in urban and adjacent undeveloped areas. The Staff Report, thus, was aimed at the bad, low-altitude atmospheric ozone, and based on an expanding body of scientific evidence. The Report recommended to EPA Administrator Stephen Johnson that tougher national standards for ground-level ozone be adopted to protect public health as well as crops and vegetation. Present National Ambient Air Quality Standards (NAAQS) regulations from 1997 permit 0.08 parts per million of ozone, while the EPA proposal would set a level between 0.06 and “somewhat below” 0.08 parts per million. Final ozone NAAQS will be out in late 2007 or early 2008. So what about this unpronounceable acronym, NAAQS? The CAA requires the establishment and periodic revision of the NAAQS and creates the standards by directing the EPA to identify and list “air pollutants” that “may reasonably be anticipated to endanger public health and welfare” and whose “presence… in the ambient air results from numerous or diverse mobile or stationary sources” and, if listed, to issue air quality criteria for them. These air quality criteria are intended to “accurately reflect the latest scientific knowledge” (Section 108 [42 USC 7408]). The CAA goes on to require the EPA to propose and promulgate “primary” and “secondary” NAAQS for pollutants identified under Section 108. Primary standards are those “which… with an adequate margin of safety, are requisite to protect the public health”, while secondary standards are “requisite to protect the public welfare from any known or anticipated adverse effects associated with the presence of [the] pollutant in the ambient air”. “Welfare” is defined broadly in the CAA: “effects on soils, water, crops, vegetation, man-made materials, animals, wildlife, weather, visibility and climate, damage to and deterioration of property, and hazards to transportation, as well as effects on economic values and on personal comfort and well-being”. Section 109(d)(1) of the Act requires review and revision as appropriate at 5 year intervals. That is the impetus for the new Staff Paper, the fourth such review in the past 26 years. The Staff Paper wasn't concocted overnight; it was based on data gathering initiated by the Section 109 review that began in 2000. Regarding the primary NAAQS, the Report, among other things, found that “there is an expanded body of evidence about the mechanisms of respiratory effects, including important new evidence about increased susceptibility of people with asthma and limited new evidence about plausible mechanisms by which O3 exposure could induce effects on the cardiovascular system”. The Staff Report concluded by citing the definition of “welfare” noted above and stated that “the final decision on retaining or revising the current secondary O3 standard is largely a public welfare policy judgment” and cited substantial evidence of damage to plant life: “On the basis of the vegetation effects that have been observed to still occur under current ambient exposure conditions and those predicted to occur under the scenario of just meeting the current secondary NAAQS, staff conclude that the current secondary NAAQS is inadequate to protect the public welfare from known and anticipated adverse welfare effects.” Thus, my withering backyard aspen and my shortness of breath have common enemies: age and smog. If I may also speak for my tree, we are glad the Government might do something about one of them. Douglass F Rohrman Lord, Bissell & Brook LLP, Chicago

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: Review · Consensus signal: Review
Teacher disagreement score0.950
Threshold uncertainty score0.485

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
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 head0.026
GPT teacher head0.280
Teacher spread0.253 · 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