Cooperation vs. Deliberation: CMC and the Problem of Argument in International Distance Education
Bibliographic record
Abstract
<P class=abstract>The idea that Internet-based distance education offers the potential to globalize higher education has not been matched by significant interest in the pedagogical and methodological issues at stake. This essay discusses a two-year experimental course conducted between two college classes in Karlskrona, Sweden and Ohio, in the United States. The goal of this course was to use online debate to augment intercultural understanding. This experiment involved both synchronous and asynchronous computer mediated conferencing (CMC) as well as various types of assignments intended to emphasize the discursive strengths of each CMC form. We discovered, however, that our assumptions about CMC discourse were challenged by the way it developed in our international contexts. Ultimately, we developed and propose a methodology that delimits and makes productive the playful agnostics of synchronous debate by employing asynchronous conferencing for the pre-debate development of common ground and the post-debate development of formal arguments. <BR>
 
 </p>
 <p><B>Key Terms:</B> <BR>
 MOO, asynchronous conferencing, international education, collaboration, conflict, argumentation, American studies. </P>
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How this classification was reachedexpand
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 | 0.006 | 0.002 |
| 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 | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".