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Record W7117359039 · doi:10.5281/zenodo.18059813

Cognitive Framework for the Study of the Senses: A Synthetic Approach through Scientific and Philosophical Perspectives

2025· article· en· W7117359039 on OpenAlexaff
Devesh Sharma

Bibliographic record

VenuePhilPapers (PhilPapers Foundation) · 2025
Typearticle
Languageen
FieldNeuroscience
TopicOlfactory and Sensory Function Studies
Canadian institutionsCARE Canada
Fundersnot available
KeywordsCognitionNormativeSalientObject (grammar)Perspective (graphical)Conceptual frameworkTerm (time)Conceptual system

Abstract

fetched live from OpenAlex

Currently, in both scientific and philosophical disciplines, many consider the visual and auditory senses as the “higher senses,” viewing them as objective faculties, particularly in humans. Conversely, the tactile, gustatory, and olfactory senses are regarded as the “lower senses,” primarily subjective. The approach to such differentiation involves comparing and analyzing them based on an insufficient conceptual understanding of objective knowledge. We argue against it, finding it unnatural, biased, and non-synthetic. Towards a change in conception, a more effective strategy could be to consider overall cognition as the interplay between the senses and cognitive processes. When viewed through this lens, three essential elements of this interplay emerge, which we identify as its salient features as follows: 1. Functional aspect - the senses inform of the pattern-based macro world rather than its micro constituents. 2. Objecthood aspect - all five senses put the organism in direct touch with the objective world without exception. We have comprehensively redefined objecthood to encompass both the object and stuff (its material composition, such as woody, watery, metallic, etc.). 3. Abstract or representational aspect - information through the senses is further manipulated by high-level cognitive processing. We term it the “cognitive sense.” In this article, we elaborate on these features and propose a normative theory. We believe this can serve as a framework for both scientific and philosophical exploration of the theory of the senses, informed by a comprehensive literature review conducted across both disciplines. Our study examines the roles of the chemosenses (smell, taste, etc.) and the tactile sense, which we term the vital senses, in grounding the organism in its biological basis of life. In contrast, the highly acclaimed distal senses of vision and audition can mislead the organism about reality and objecthood because of their connection to abstract cognition, thereby challenging the contemporary perspective.

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)0.007
metaresearch head score (Gemma)0.005
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: Empirical · Consensus signal: none
Teacher disagreement score0.010
Threshold uncertainty score0.039

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0070.005
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0070.004
Science and technology studies0.0030.035
Scholarly communication0.0100.013
Open science0.0030.004
Research integrity0.0040.005
Insufficient payload (model declined to judge)0.0040.001

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 head0.133
GPT teacher head0.327
Teacher spread0.194 · 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
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

Citations0
Published2025
Admission routes1
Has abstractyes

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