History and philosophy of geography: Looking back and looking forward
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
This introduction to the special issue Reflections on Histories and Philosophies of Geography discusses the context and content of nineteen articles written to mark the fortieth anniversary of the History and Philosophy of Geography Research Group (HPGRG) of the Royal Geographical Society with the Institute of British Geographers (RGS-IBG). The group was founded in 1981, two years after the early career researchers who set up the group, Richard T. Harrison and David N. Livingstone, published jointly their first critical interventions in support of human geography's paradigmatic shift away from positivism, based on an early form of social constructivist argumentation. We argue that the subsequent proliferation of epistemic pluralism, which is discussed in the contributions to this special issue and has characterised the activities organised by the HPGRG, exemplifies the considerable value of three historiographical practices: first, engaging with the history and philosophy of geography collectively in one research group; second, situating methodologies within the history and philosophy of geography; and third, critically interrogating the discipline's evolving geographical knowledges, professional practices, and material cultures from different authorial positionalities.
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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
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