Informational Empowerment: Using Informational Books to Connect the Library Media Center Program with Sheltered Instruction
Bibliographic record
Abstract
Sheltered instruction (SI) is a teaching strategy that allows the school library media specialist to collaborate in the English-as-a-second language (ESL) program to help English language learner (ELL) students integrate second-language acquisition skills with content area instruction. By aligning ESL Standards for Pre-K-12 Students with Information Power standards, a powerful collaborative effort is formed between the school library media specialist and ESL teachers. These two United States standards for education allow ESL teachers to learn selection criteria and teaching strategies for using informational trade books with ELL students while providing an opportunity far the school library media specialist to learn how better to assist ELL students with acquiring information. Read-alouds, puppetry, book talks, storytelling, author studies, and listening centers are useful approaches for incorporating the various genres of informational books into sheltered instruction.
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.002 | 0.057 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 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; both teacher heads agree on what is shown here.
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".