IB School Libraries as International-minded Learning Spaces and Environments
Bibliographic record
Abstract
The International Baccalaureate Organization (IB) offers educational programs to schools world-wide. Originally established for international schools, programs are now typically offered in a variety of public and private educational institutions in many countries. The IB has developed four programs, covering a continuum of education from early years to courses for students aged 18 years of age. Programs are largely constructivist-based and IB ‘big ideas’ include inquiry, a holistic view of the learner (IB Learner Profile), international-mindedness and academic honesty, yet the role of the library, overall, is not as clearly identified as may be expected, given factors friendly to a library and information sector paradigm. This professional paper reviews IB documentation and thinking, identifies opportunities where the library can support and contribute to the programs and identifies good practice, focusing on conference themes of the school library as a learning space, learning environment and as a ‘window on the world’.
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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 | 0.006 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.004 | 0.005 |
| Science and technology studies | 0.009 | 0.016 |
| Scholarly communication | 0.043 | 0.024 |
| Open science | 0.002 | 0.017 |
| Research integrity | 0.003 | 0.005 |
| Insufficient payload (model declined to judge) | 0.014 | 0.004 |
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".