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
Wandering the Magnetosphere* Ingrid Koenig (bio) Navigation notes: These emergent drawings–excerpts from a visual essay–take up the complex network of impacts across physical forces entangled with bio-geo-political time. A key element for this work is a living cosmography to depict movement across time, and to visualize wandering on a planet, in the magnetosphere, and between the internal energy of Earth and the solar energy of the cosmos. Physicists say there are no things, there are only relations between things. Q: Hello ancient stone - may I unfold you like a book? Do you carry a message from deep time? A: Yes, what you’re holding is not a thing, but a process. Click for larger view View full resolution Drawing from Svalbard, Day 17 expedition, 2019 [End Page 97] Drifting on a rocky planet, between the internal energy of Earth and the solar energy of the cosmos–we live within a “cosmo-tectonic circulation” —Jerome Gaillardet, geo-chemist. Click for larger view View full resolution Geocosmic Logic [End Page 98] Click for larger view View full resolution How Entropy is Time (detail) Click for larger view View full resolution Magnetic Story [End Page 99] Click for larger view View full resolution Message From Deep Time 3 Click for larger view View full resolution Message From Deep Time 1 [End Page 100] Click for larger view View full resolution Looping Matters 1 (Litli-Hrutur, Iceland) Click for larger view View full resolution Looping Matters 2 [End Page 101] Click for larger view View full resolution Mother Rock Waves (Miradalir Valley, Iceland) Click for larger view View full resolution Mother Rock in Time [End Page 102] Click for larger view View full resolution Volcanic Logic (Miradalir Valley, Iceland) Click for larger view View full resolution Sonic Lava (Miradalir Valley, Iceland) [End Page 103] Click for larger view View full resolution Waves Across Time (Miradalir Valley, Iceland) Click for larger view View full resolution Disorientations [End Page 104] Click for larger view View full resolution Message From Deep Time 2 Click for larger view View full resolution Gravitational Thought [End Page 105] Click for larger view View full resolution Magnetic Thought (Miradalir Valley, Iceland) Click for larger view View full resolution Distance Ladder Collapse [End Page 106] Click for larger view View full resolution Mattering Logic 3 Click for larger view View full resolution Mattering Logic 4 [End Page 107] Click for larger view View full resolution How We Make Time into Space Click for larger view View full resolution How Entropy is Time (detail 2–Svalbard) [End Page 108] Ingrid Koenig Ingrid Koenig is Associate Professor at Emily Carr University of Art + Design, Vancouver, Canada. She was the inaugural Artist in Residence (2011 to 2021) at TRIUMF, Canada’s particle accelerator center, and co-organizes processes of collaboration between artists and physicists in a project called Leaning Out of Windows. Her studio and research practices traverse the fields of physics, social history, feminist theory, and narratives of science. Her drawings explore the complex phenomena of physics and involve intuitive responses to specific sites through fieldwork in Canada’s Rocky Mountains, Germany, Iceland, Arctic Circle art + science expeditions, and through collaborations with physicists. She has received grants from the Canada Council for the Arts, the Goethe Institute, and the Social Science and Humanities Research Council. She co-edited the recently published book, Leaning Out of Windows: An Art and Physics Collaboration (Figure 1 Publishing, 2023). Footnotes * Excerpts from Wandering the Magnetosphere–drawings by Ingrid Koenig, 2019 to 2023, and ongoing Copyright © 2023 Johns Hopkins University Press and SubStance, Inc
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 | 0.001 |
| 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 | 0.003 |
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