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A TALE OF TWO AGES AND THE QUEST TO CREATE A PEACEFUL, HARMONIOUS, EQUITABLE, SUSTAINABLE AND SPIRITUAL WORLD

2023· article· en· W4315884122 on OpenAlexaff
Paul D. Schafer

Bibliographic record

VenueДуховність особистості методологія теорія і практика · 2023
Typearticle
Languageen
FieldEconomics, Econometrics and Finance
TopicGlobal Economic and Social Development
Canadian institutionsScience World at Telus World of Science
Fundersnot available
KeywordsMistakeIndigenousEnvironmental ethicsPolitical scienceSociologyHistoryDevelopment economicsLaw

Abstract

fetched live from OpenAlex

This article examines two very different types of ages – the age of economics and the age of culture. It begins by describing the origins and evolution of the age of economics, makes an impartial assessment of the remarkable strengths and fundamental shortcomings of this age, and concludes that it would be a disastrous mistake to continue living in this age due to the devastating effect it is having on the natural environment, producing colossal disparities in income and wealth, and treating economics as “the whole” rather than a very important “part of the whole.” This opens the doors to the age of culture and examining how the two principal perceptions and definitions of culture that would underlie this age - “the arts, humanities, heritage of history, and cultural industries” and “the whole and total way of life of people” - are helpful in understanding what is going on in the world today. This includes the Black Lives Matter movement, the protests of Indigenous peoples, conflicts between races, groups, and countries with different worldviews and values, and especially the war in Ukraine. This war has decimated many towns and cities throughout this country, destroyed an enormous amount of residential and industrial infrastructure, killed thousands of Ukrainian soldiers and citizens, and displaced millions more. In mounting a phenomenal resistance to this illegal invasion by Russia, Ukrainians have capitalized on many of their most precious historical and contemporary heroes, symbols, and accomplishments, as well as their cherished culture and way of life. This leads to a detailed examination of the incredible potential culture possesses in the holistic sense for systemic change, creating a more effective balance between the material and non-material dimensions of development and life, and the realization of a great deal more peace, harmony, equality, sustainability, and spirituality in the world. The article ends with the conviction that very different types of leaders will be needed to bring the age of culture into existence, capitalize on its numerous assets, capabilities, and benefits, and enable it to flourish in the future. These leaders will need broader and deeper perspectives on the world, higher values and ideals, much more knowledge and understanding of the cultural realm in the all-encompassing sense, and the courage to award a much higher priority to culture and cultures in the overall scheme of things, introduce and implement tough environmental and cultural legislation, and the capacity to demonstrate much more kindness, compassion, and commitment to helping marginalized and oppressed people, groups, and countries throughout the world in practical and concrete terms.

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)0.004
metaresearch head score (Gemma)0.004
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.014
Threshold uncertainty score0.038

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.004
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.001
Science and technology studies0.0140.020
Scholarly communication0.0100.022
Open science0.0010.012
Research integrity0.0030.010
Insufficient payload (model declined to judge)0.0100.002

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 head0.021
GPT teacher head0.238
Teacher spread0.216 · 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 designTheoretical or conceptual
Domainnot available
GenreOther

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
Published2023
Admission routes1
Has abstractyes

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