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Record W4313196179 · doi:10.17103/redi.74.2.2022.1b.08

EL DETERIORO DE LA CAPA DE OZONO COMO ASUNTO GLOBAL PENDIENTE DE RESOLUCIÓN

2022· article· es· W4313196179 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

VenueRevista Española de Derecho Internacional · 2022
Typearticle
Languagees
FieldBusiness, Management and Accounting
TopicLaw, Ethics, and AI Impact
Canadian institutionsnot available
Fundersnot available
KeywordsHumanitiesPhilosophyPolitical science

Abstract

fetched live from OpenAlex

En esta publicación se examina y valora lo que causa el deterioro de la capa de ozono, los impactos que este genera, el sistema convencional de aplicación, que se ha ido pactando a medida que han progresado los avances científico-técnicos, destacándose en él el Convenio de Viena de 22 de marzo de 1985 y el Protocolo de Montreal de 16 de septiembre de 1987 junto con sus principales ajustes y enmiendas (Londres, junio de 1990; Copenhague, noviembre de 1992; Viena, diciembre de 1995; Montreal, septiembre de 1997; Beijing, noviembre- diciembre de 1999; Montreal, septiembre de 2007; Kigali, octubre de 2016; Quito, noviembre de 2018), así como un conjunto de normas del Derecho de la Unión Europea y del Derecho español que lo complementan y lo perfeccionan. De todo este conjunto normativo se evalúan sus objetivos, sus obligaciones, sus efectos, su aplicación práctica y su eficacia, su interacción con el cambio climático, haciéndose algunas propuestas de mejora. Ahora bien, debido, entre otras cosas, a las incertidumbres existentes, no parece muy cercana la resolución del deterioro de la capa de ozono.

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)0.004
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Scholarly communication, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.828
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.001
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0030.001
Open science0.0020.001
Research integrity0.0000.002
Insufficient payload (model declined to judge)0.0030.000

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 head0.017
GPT teacher head0.302
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