Phenomenological Insight on Being Hindered From Fulfilling One’s Primary Responsibility to Educate Students
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
The research literature suggests that a major challenge facing teachers today is being thwarted from fulfilling their primary responsibility to help students learn. Teachers who continually encounter circumstances that hinder their efforts to educate students are likely to experience workplace frustration and stress. Following the existential-phenomenological research approach, I conducted in-depth, private interviews with eight middle school teachers to reveal the psychological effect of workplace hindrances and to gain a deeper understanding of the experience underlying frustration. The salient experiential themes identified in this study are feeling disrespected, powerless, hopeless, upset/anger, and guilt. It is argued that we need to address these phenomenological constituents of being hindered and the contexts in which they occur if we hope seriously to mitigate the elevated levels of frustration and stress currently plaguing the profession.
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.
Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.021 | 0.002 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it