Locating the Educator in Outdoor Early Childhood Education
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
Abstract We tell the story of an experience Kate Dawson, her students, and three eagles had at an outdoor preschool. The experience profoundly affected Kate, and prompted us to ask the following questions: What made this experience feel so magical, and what caused it to happen? Why are these magical moments valuable, and how might they impact our pedagogical practices? We posit that magical moments in outdoor early childhood education depend upon relational and pathic knowledge, and understanding of place, rather than intellectual or cognitive knowledge about place. We suggest conditions and practices educators may employ to foster magical moments, including slow ecopedagogy and embodied, sensory, and spiritual attunement to place. We consider our role as educators in the educator-students-place system, particularly when acknowledging that place is agentic, and acts as learner, knower and teacher. To understand place pedagogically, we must think of ourselves as learners and as the objects of learning, as much as thinking of ourselves as knowers . This requires a pedagogy of embodied responsiveness and a surrender to place as teacher. Far from simplifying the work of the educator, living within a relationship of educator-students-place complexifies the practice of teaching.
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.004 | 0.001 |
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.
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