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Changing the Economics of Organic Waste Disposal Using Managed Ecosystem Fermentation

2013· article· en· W3151944735 on OpenAlexvenueno aff
Calt

Bibliographic record

VenueInternational Journal of Biotechnology for Wellness Industries · 2013
Typearticle
Languageen
FieldMaterials Science
TopicMetallurgy and Material Science
Canadian institutionsnot available
Fundersnot available
KeywordsEcosystemWaste managementEcosystem servicesBusinessEnvironmental scienceEngineeringEcologyBiology

Abstract

fetched live from OpenAlex

Изучена сексуальная функция у 109 пациенток, страдающих пролапсом тазовых органов до, после, а также в зависимости от методов его хирургической коррекции. Исследование проводилось с помощью анкетирования и анализа данных, полученных при определении индекса женской сексуальной функции (FSFI), сравнивая результаты до и через 12-24 месяцев после оперативного лечения. Установлено, что применение органосохраняющих технологий в хирургическом лечении генитального пролапса у женщин репродуктивного возраста способствует улучшению сексуальной функции в 71 % случаев, что отражается в достоверном возрастании индекса сексуальной функции. В то же время, проведение влагалищной экстирпации матки у пациенток репродуктивного возраста в 45 % случаев приводит к ухудшению сексуальной функции, что отражается в достоверном снижении среднего значения индекса сексуальной функции и двукратном уменьшении числа женщин, находящихся в состоянии сексуального комфорта.

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)0.001
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.006
Threshold uncertainty score0.034

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.001
Science and technology studies0.0000.001
Scholarly communication0.0030.002
Open science0.0000.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0040.000

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 head0.020
GPT teacher head0.252
Teacher spread0.232 · 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 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
Published2013
Admission routes1
Has abstractyes

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