On sources and narratives in historical social science: a realist critique of positivist and postmodernist epistemologies*
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
Critics of the interdisciplinary enterprise of historical sociology commonly contend that the narrational accounts of past social phenomena provided by historians are inadequate to the task of theory-building and testing. In support of this negative assessment, opponents will adduce informational deficiencies in the available data (the standard positivist appraisal of historical evidence), or cite the interpretive anarchy that seemingly prevails at the narrative phase of emplotment (the skeptical, postmodernist contention that historiographic texts 'construct' rather than veridically represent the events they artfully contrive to signify). Both of these lines of criticism are unbalanced, and therefore seriously misleading as regards the epistemic foundations of historical-sociological inquiry. The 'social authenticity' and 'informational density' of historical evidence does allow for veridical reconstructions of the past, while the reflexive interpretive protocols of source criticism and the sociology of knowledge can be deployed to provide warrant for discriminating arbitrations between competing theories and narratives. The various epistemological deformations in the study of human affairs that have been encouraged by the old idiographic-nomothetic polarity - chronic ahistoricism within the social sciences, the atheoretical predilections of much conventional historiography - are rectifiable through the consolidation of a fully integrated sociological history, a unified and inclusive historical social science.
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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 | 0.004 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.006 |
| Scholarly communication | 0.000 | 0.000 |
| 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