Time Traveler: On Critical Theory in the Philippines Part II (A Philosophical Fiction)
Bibliographic record
Abstract
dean of the Graduate School of Philosophy and the senior students' professor of critical theory, was still engrossed in discursively analyzing the transcripts of the peace negotiations between the government panel and the representatives of the Moro Islamic Liberation Front.He was trying to show his students the practical use of the German sociologist and philosopher Jürgen Habermas' doctrine that in order to attain optimum results in a dialogue the participants should only use statements and actuations that are truthful, sincere and appropriate all of the time."Okay, class.You can be truthful but insincere, or you can be truthful and sincere but in an inappropriate way, or you can be appropriate and sincere but not truthful.The point of Habermas is simple: failing in just one of these triple criteria can already jeopardize the outcome of any consensus building. Ako ba ay nasusundan n'yo pa?"Half of Charles' mind was focused on this rather jovial professor, but a quarter of it was already restlessly going over the things he still had to do before rushing to his night job at Makati City, while the remaining quarter was absorbed in an existential meditative appreciation of the beauty and sexual attractiveness of Anne, his pretty classmate who was seated in front of him.Ang ganda talaga nitong Anne na 'to! Alam kong totoong pag-ibig 'tong nararamdaman ko; at kung sasabihin ko man sa kanya 'to, palagay ko ay sincere naman siguro ako; problema ko na lang kung paano ko sasabihin 'yon in an appropriate manner!Habermas was one of the younger thinkers of the Frankfurt School, and Charles had been too familiar with his thoughts due to Sir Peter's long standing fascination and intellectual affair with this Jewish-German group.Hence, he could easily follow Dr. Silva's lecture even if his eyes were totally focused on Anne's dangerous curves.Charles Mendoza first came to that microcosm that thrived on Recto Street some four years ago, all the way from his historic town of Malolos, in the province of Bulacan.Burdened with an obligation to add one more link to the chain of Mendoza lawyers that is already five generations old, he was beaconed to this area by the prestigious reputation of one of its law schools, the one that is situated near the ominous shadows of Malacañang.His original intention was to take up political science as a preparation for law, but it turned D
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.006 | 0.008 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.003 | 0.003 |
| Science and technology studies | 0.011 | 0.044 |
| Scholarly communication | 0.006 | 0.010 |
| Open science | 0.002 | 0.004 |
| Research integrity | 0.003 | 0.006 |
| Insufficient payload (model declined to judge) | 0.005 | 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 source (direct Gemma or distilled Codex), 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".