MétaCan
Menu
Back to cohort
Record W6889506697 · doi:10.25625/0lkuu6

The Human–Nature Relationship and Its Impact on Health: A Critical Review

2022· dataset· en· W6889506697 on OpenAlexaboutno aff

Bibliographic record

VenueGöttingen Research Online · 2022
Typedataset
Languageen
Field
Topic
Canadian institutionsnot available
Fundersnot available
KeywordsPerspective (graphical)CausationPublic healthConceptual frameworkCausality (physics)

Abstract

fetched live from OpenAlex

Within the past four decades, research has been increasingly drawn toward understanding whether there is a link between the changing human–nature relationship and its impact on people’s health. However, to examine whether there is a link requires research of its breadth and underlying mechanisms from an interdisciplinary approach. This article begins by reviewing the debates concerning the human–nature relationship, which are then critiqued and redefined from an interdisciplinary perspective. The concept and chronological history of “health” is then explored, based on the World Health Organization’s definition. Combining these concepts, the human–nature relationship and its impact on human’s health are then explored through a developing conceptual model. It is argued that using an interdisciplinary perspective can facilitate a deeper understanding of the complexities involved for attaining optimal health at the human–environmental interface. <p><a href="https://marketplace.infinityebook.com/eportfolios/2/Java_Burn_Amazon_UK/Java_Burn_Amazon_UK">_</a><a href="https://marketplace.infinityebook.com/eportfolios/3/Java_Burn_Ingredients/Java_Burn_Ingredients">_</a><a href="https://marketplace.infinityebook.com/eportfolios/4/Java_Burn_Ingredients_List/Java_Burn_Ingredients_List">_</a><a href="https://marketplace.infinityebook.com/eportfolios/5/Java_Burn_UK/Java_Burn_UK">_</a><a href="https://marketplace.infinityebook.com/eportfolios/6/Java_Burn_Australia/Java_Burn_Australia">_</a><a href="https://marketplace.infinityebook.com/eportfolios/7/Java_Burn_Canada/Java_Burn_Canada">_</a><a href="https://marketplace.infinityebook.com/eportfolios/8/Java_Burn_NZ/Java_Burn_NZ">_</a><a href="https://marketplace.infinityebook.com/eportfolios/9/Java_Burn_South_Africa/Java_Burn_South_Africa">_</a><a href="https://marketplace.infinityebook.com/eportfolios/10/Java_Burn_Walmart/Java_Burn_Walmart">_</a><a href="https://marketplace.infinityebook.com/eportfolios/11/Java_Burn_Amazon/Java_Burn_Amazon">_</a><a href="https://marketplace.infinityebook.com/eportfolios/12/Java_Burn_Coffee_Amazon/Java_Burn_Coffee_AmazonJava_Burn_Coffee_Amazon">_</a><a href="https://marketplace.infinityebook.com/eportfolios/13/Java_Burn_Coffee_UK/Java_Burn_Coffee_UK">_</a><a href="https://marketplace.infinityebook.com/eportfolios/14/Java_Burn_Coffee_South_Africa/Java_Burn_Coffee_South_Africa">_</a><a href="https://marketplace.infinityebook.com/eportfolios/15/Java_Burn_Reviews_UK/Java_Burn_Reviews_UK">_</a><a href="https://marketplace.infinityebook.com/eportfolios/16/Java_Burn_Reviews_Australia/Java_Burn_Reviews_Australia">_</a><a href="https://marketplace.infinityebook.com/eportfolios/17/Java_Burn_Coffee_Australia/Java_Burn_Coffee_Australia">_</a><a href="https://marketplace.infinityebook.com/eportfolios/18/Java_Burn_Ingredients_Label/Java_Burn_Ingredients_Label">_</a><a href="https://marketplace.infinityebook.com/eportfolios/19/CircadiYin_Amazon/CircadiYin_Amazon">_</a><a href="https://marketplace.infinityebook.com/eportfolios/20/CircadiYin_Amazon_UK/CircadiYin_Amazon_UK">_</a><a href="https://marketplace.infinityebook.com/eportfolios/21/CircadiYin_Ingredients/CircadiYin_Ingredients">_</a><a href="https://marketplace.infinityebook.com/eportfolios/22/CircadiYin_Ingredients_List/CircadiYin_Ingredients_List">_</a><a href="https://marketplace.infinityebook.com/eportfolios/23/CircadiYin_UK/CircadiYin_UK">_</a><a href="https://marketplace.infinityebook.com/eportfolios/24/CircadiYin_Australia/CircadiYin_Australia">_</a><a href="https://marketplace.infinityebook.com/eportfolios/25/CircadiYin_Canada/CircadiYin_Canada">_</a><a href="https://marketplace.infinityebook.com/eportfolios/26/CircadiYin_NZ/CircadiYin_NZ">_</a><a href="https://marketplace.infinityebook.com/eportfolios/27/CircadiYin_South_Africa/CircadiYin_South_Africa">_</a><a href="https://marketplace.infinityebook.com/eportfolios/28/CircadiYin_Walmart/CircadiYin_Walmart">_</a><a href="https://marketplace.infinityebook.com/eportfolios/29/LeptoFix_Amazon/LeptoFix_Amazon">_</a><a href="https://marketplace.infinityebook.com/eportfolios/30/LeptoFix_Amazon_UK/LeptoFix_Amazon_UK">_</a><a href="https://marketplace.infinityebook.com/eportfolios/31/LeptoFix_Ingredients/LeptoFix_Ingredients">_</a><a href="https://marketplace.infinityebook.com/eportfolios/32/LeptoFix_Ingredients_List/LeptoFix_Ingredients_List">_</a><a href="https://marketplace.infinityebook.com/eportfolios/33/LeptoFix_UK/LeptoFix_UK">_</a><a href="https://marketplace.infinityebook.com/eportfolios/34/LeptoFix_Australia/LeptoFix_Australia">_</a><a href="https://marketplace.infinityebook.com/eportfolios/35/LeptoFix_Canada/LeptoFix_Canada">_</a><a href="https://marketplace.infinityebook.com/eportfolios/36/LeptoFix_NZ/LeptoFix_NZ">_</a><a href="https://marketplace.infinityebook.com/eportfolios/37/LeptoFix_South_Africa/LeptoFix_South_Africa">_</a><a href="https://marketplace.infinityebook.com/eportfolios/38/LeptoFix_Walmart/LeptoFix_Walmart">_</a><a href="https://marketplace.infinityebook.com/eportfolios/39/Silencil_Amazon/Silencil_Amazon">_</a><a href="https://marketplace.infinityebook.com/eportfolios/40/Silencil_Amazon_UK/Silencil_Amazon_UK">_</a><a href="https://marketplace.infinityebook.com/eportfolios/41/Silencil_Ingredients/Silencil_Ingredients">_</a><a href="https://marketplace.infinityebook.com/eportfolios/42/Silencil_Ingredients_List/Silencil_Ingredients_List">_</a><a href="https://marketplace.infinityebook.com/eportfolios/43/Silencil_UK/Silencil_UK">_</a><a href="https://marketplace.infinityebook.com/eportfolios/44/Silencil_Australia/Silencil_Australia">_</a><a href="https://marketplace.infinityebook.com/eportfolios/45/Silencil_Canada/Silencil_Canada">_</a><a href="https://marketplace.infinityebook.com/eportfolios/46/Silencil_NZ/Silencil_NZ">_</a><a href="https://marketplace.infinityebook.com/eportfolios/47/Silencil_South_Africa/Silencil_South_Africa">_</a><a href="https://marketplace.infinityebook.com/eportfolios/48/Silencil_Walmart/Silencil_Walmart">_</a><a href="https://marketplace.infinityebook.com/eportfolios/49/MemoSurge_Amazon/MemoSurge_Amazon">_</a><a href="https://marketplace.infinityebook.com/eportfolios/50/MemoSurge_Amazon_UK/MemoSurge_Amazon_UK">_</a><a href="https://marketplace.infinityebook.com/eportfolios/51/MemoSurge_Ingredients/MemoSurge_Ingredients">_</a><a href="https://marketplace.infinityebook.com/eportfolios/52/MemoSurge_Ingredients_List/MemoSurge_Ingredients_List">_</a><a href="https://marketplace.infinityebook.com/eportfolios/53/MemoSurge_UK/MemoSurge_UK">_</a><a href="https://marketplace.infinityebook.com/eportfolios/54/MemoSurge_Australia/MemoSurge_Australia">_</a><a href="https://marketplace.infinityebook.com/eportfolios/55/MemoSurge_Canada/MemoSurge_Canada">_</a><a href="https://marketplace.infinityebook.com/eportfolios/56/MemoSurge_NZ/MemoSurge_NZ">_</a><a href="https://marketplace.infinityebook.com/eportfolios/57/MemoSurge_South_Africa/MemoSurge_South_Africa">_</a><a href="https://marketplace.infinityebook.com/eportfolios/58/MemoSurge_Walmart/MemoSurge_Walmart">_</a><a href="https://marketplace.infinityebook.com/eportfolios/59/Diabacore_Amazon/Diabacore_Amazon">_</a><a href="https://marketplace.infinityebook.com/eportfolios/60/Diabacore_Amazon_UK/Diabacore_Amazon_UK">_</a><a href="https://marketplace.infinityebook.com/eportfolios/61/Diabacore_Ingredients/Diabacore_Ingredients">_</a><a href="https://marketplace.infinityebook.com/eportfolios/62/Diabacore_Ingredients_List/Diabacore_Ingredients_List">_</a><a href="https://marketplace.infinityebook.com/eportfolios/63/Diabacore_UK/Diabacore_UK">_</a><a href="https://marketplace.infinityebook.com/eportfolios/64/Diabacore_Australia/Diabacore_Australia">_</a><a href="https://marketplace.infinityebook.com/eportfolios/65/Diabacore_Canada/Diabacore_Canada">_</a><a href="https://marketplace.infinityebook.com/eportfolios/66/Diabacore_NZ/Diabacore_NZ">_</a><a href="https://marketplace.infinityebook.com/eportfolios/67/Diabacore_South_Africa/Diabacore_South_Africa">_</a><a href="https://marketplace.infinityebook.com/eportfolios/68/Diabacore_Walmart/Diabacore_Walmart">_</a><a href="https://marketplace.infinityebook.com/eportfolios/69/Flexotone_Amazon/Flexotone_Amazon">_</a><a href="https://marketplace.infinityebook.com/eportfolios/70/Flexotone_Amazon_UK/Flexotone_Amazon_UK">_</a><a href="https://marketplace.infinityebook.com/eportfolios/71/Flexotone_Ingredients/Flexotone_Ingredients">_</a><a href="https://marketplace.infinityebook.com/eportfolios/72/Flexotone_Ingredients_List/Flexotone_Ingredients_List">_</a><a href="https://marketplace.infinityebook.com/eportfolios/73/Flexotone_UK/Flexotone_UK">_</a><a href="https://marketplace.infinityebook.com/eportfolios/74/Flexotone_Australia/Flexotone_Australia">_</a><a href="https://marketplace.infinityebook.com/eportfolios/75/Flexotone_Canada/Flexotone_Canada">_</a><a href="https://marketplace.infinityebook.com/eportfolios/76/Flexotone_NZ/Flexotone_NZ">_</a><a href="https://marketplace.infinityebook.com/eportfolios/77/Flexotone_South_Africa/Flexotone_South_Af

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 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)0.026
metaresearch head score (Gemma)0.059
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Meta-epidemiology (narrow), Science and technology studies, Research integrity, Insufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Dataset · Consensus signal: Dataset
Teacher disagreement score0.220
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0260.059
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.002
Science and technology studies0.0050.001
Scholarly communication0.0000.000
Open science0.0020.002
Research integrity0.0010.019
Insufficient payload (model declined to judge)0.0110.002

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 head0.308
GPT teacher head0.607
Teacher spread0.299 · 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; both teacher heads agree on what is shown here.

Study designNot applicable
Domainnot available
GenreDataset

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

Citations0
Published2022
Admission routes1
Has abstractyes

Explore more

Same venueGöttingen Research OnlineFrench-language works237,207