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Record W2044331274 · doi:10.5840/symposium201418111

Considerations Towards a Phenomenology of Trust

2014· article· en· W2044331274 on OpenAlexvenueno aff
Fiona Utley

Bibliographic record

VenueSymposium · 2014
Typearticle
Languageen
FieldSocial Sciences
TopicAccess Control and Trust
Canadian institutionsnot available
Fundersnot available
KeywordsPhenomenology (philosophy)PsychologyEpistemologyPhilosophy

Abstract

fetched live from OpenAlex

Merleau-Ponty identifies an intertwined affective state of anxiety and courage, claiming that these are one and the same thing, as a fundamental characteristic of human existence. I argue that trust, understood as phenomenologically basic, is the unity, or the something beyond, the singularly conceived states of anxiety and courage, and that trust itself cannot be conceived apart from these states. Merleau-Ponty says little, directly, about trust in his work, yet his focus on the fundamental precariousness of existence demands such an exploration. I explore how our ordinary day-to-day experience of existence is related to an intertwined affective state of anxiety and courage and how trust is operative in affective depth, in order to understand how it is we come to speak of trust not only in terms of proximity and distance, emotional depth and extension across time, but most markedly, in terms of how we see someone and what it is like to be in relation to them.

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)0.010
metaresearch head score (Gemma)0.013
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 score0.011
Threshold uncertainty score0.053

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0100.013
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.002
Science and technology studies0.0070.060
Scholarly communication0.0110.019
Open science0.0020.006
Research integrity0.0060.008
Insufficient payload (model declined to judge)0.0040.000

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 head0.018
GPT teacher head0.287
Teacher spread0.269 · 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

Citations10
Published2014
Admission routes1
Has abstractyes

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