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Record W7135885841

Nutritional factors and influence on body build.

2012· dissertation· sk· W7135885841 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

VenueDigital Repository (National Repository of Grey Literature) · 2012
Typedissertation
Languagesk
FieldMedicine
TopicNutrition and Health Studies
Canadian institutionsnot available
Fundersnot available
KeywordsOverweightObesityConsumption (sociology)NutrientSedentary lifestyleFood intakeHuman nutritionBody weight
DOInot available

Abstract

fetched live from OpenAlex

Nutrition is to ensure nutrients needed to sustain life activity, healthy growth and reproduction. Good healthy food can improve the quality and length of life. Positive effects intensify if the diet is combined with other elements of a healthy lifestyle: fresh air, physical activity, rest, avoiding toxic substances and a good mental state. In the Czech Republic there are changes in eating habits in the last 20th years. The food consumption was a major coup in the volume and in the structure. Changes occurred in the availability of food from seasonal to year-round became available in grocery stores are spread in our fast food intake, and thus the sweet soft drinks. The number of sedentary jobs and reduce the physical activity. Obesity is defined as weight gain above the physiological limits due to accumulation of fat reserves. It is considered epidemic 20th and 21 century. Obesity and being overweight is associated with a high risk of major chronic disease, which is related both to the degree of obesity, but also the distribution of body fat. The prevalence of obesity and overweight is increasing rapidly in developed societies (USA, Canada, Australia etc.). The problem is mainly the growth of the health problems in children and adolescents. It is therefore necessary to increase the prevention of...

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)0.000
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.063
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0010.001
Scholarly communication0.0010.002
Open science0.0000.000
Research integrity0.0010.001
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 head0.012
GPT teacher head0.289
Teacher spread0.278 · 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