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Record W4411656810 · doi:10.51847/dcjunvb1qw

10.51847/DCJunvB1qw

2000· article· en· W4411656810 on OpenAlexvenueno aff

Bibliographic record

VenueTime to knit · 2000
Typearticle
Languageen
FieldComputer Science
TopicEducational Challenges and Innovations
Canadian institutionsnot available
Fundersnot available
KeywordsProcess (computing)Computer scienceArtificial intelligenceProgramming language

Abstract

fetched live from OpenAlex

Theorization of learning process is a function of the philosophical analysis that one offers of the relationship between man and the world and every philosophical approach has provided a particular theoretical framework of the relationship between man and the world.Transcendent Theosophy as an evolved revision of Islamic wisdom contains a special explanation of the relationship between man and the world and it is evident that the description of the learning process will be different from this point of view.Thus, the current essay seeks to provide an answer based on the Transcendent Theosophy to the question: how is the learning process?It struggles to provide a theoretical framework for the experimental observations in learning psychologyusing the deductive method and answering this question based on Sadra's philosophy.The result of this research was that Transcendent Theosophy has a special view of the relationship between man and the world and enumerates certain principles for this relationship: harmony of world and man, interactive state of this relationship, unity based state of this relationship, personality dynamicity in the relationship process, and intuitive nature of this unity.In the light of this approach learning process is redefined as follows: harmonic interaction of man and world that becomes united with the transcendent realities and reaches intuitive truth through personality dynamicityand its result can be seen in the phenomenological (representational), ideological and behavioral aspects of human existence.

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)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient 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: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.058
Threshold uncertainty score0.082

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.004
Science and technology studies0.0020.001
Scholarly communication0.0050.003
Open science0.0010.002
Research integrity0.0030.002
Insufficient payload (model declined to judge)0.9420.909

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 head0.016
GPT teacher head0.220
Teacher spread0.204 · 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; the direct Gemma label and the distilled Codex classifier agree on what is shown here.

Study designNot applicable
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
Published2000
Admission routes1
Has abstractyes

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