Sri Lankan society in an era of globalization : struggling to create a new social order
Bibliographic record
Abstract
Foreword Pitman B Potter - Pitman B Potter Introduction PART ONE: THE CHALLENGE OF SOCIETAL RE-ORGANIZATION Overwhelming Change and Faltering Institutions, 1948-2002 - Barrie M Morrison PART TWO: TENSIONS OF CLASS AND CASTE, GROUP RIGHTS AND INDIVIDUAL FREEDOMS Religious and Ideological Intransigence among the Sinhalese - Bruce Matthews Religious Ideology among the Tamils - Dagmar Hellmann-Rajanayagam Tightening Social Cohesion and Excluding 'Others' among the Sinhalese - Bruce Matthews From Differences to Ethnic Solidarity among the Tamils - Dagmar Hellmann-Rajanayagam Illustration and Poetry The Rise of Militant Tamil Nationalism, Its Assumptions and the Cultural Production of Tamil Women - Sumathy Sivamohan PART THREE: THE STRUGGLE TO BUILD A BETTER LIFE, A BETTER SOCIETY Struggling to Create Self-Help Organizations in an Urban Slum - Sri Ranjith Mahaiyawa Expanding World Demand for Gems - Karunatissa Atukorala The Old Poor and the New Rich in Ratnapura Bonded Tea Estate Workers - M Sinnathamby Still Waiting at the Gates Satyodaya, NGOs and Civil Society - Paul Caspersz Mobilizing across Class and Community in a Globalizing Economy PART FOUR: BUILDING A BETTER SOCIETY? LARGE PROBLEMS WITH WEAKENED CAPACITY Justice for the Dispossessed - S H Hasbullah The Case of a Forgotten Minority in Sri Lanka's Ethnic Conflict Who Will Care for Those Left at Home? The Effect of New Opportunities for Work on Families in Sri Lanka - Nancy Waxler-Morrison Damming the Flood of Violence and Shoring Up Civil Society in a Era of Globalization - Sisira Pinnawala Conclusion - S H Hasbullah and Barrie M Morrison Index
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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 | 0.002 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.009 | 0.005 |
| Scholarly communication | 0.010 | 0.008 |
| Open science | 0.001 | 0.006 |
| Research integrity | 0.004 | 0.009 |
| Insufficient payload (model declined to judge) | 0.024 | 0.005 |
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".