A sociocognitive model of interventions for writing instruction
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
This summary reports on an ethnographic study conducted in French immersion concerning the writing development of at-risk and typically developing writers. Eight Grade 7 writers – four at-risk and four typically developing – were observed closely during classroom observations and participated in think-aloud protocols at the beginning and at the end of the school year 2012–2013 as well as in formal and informal interviews. In addition, the context in which those eight writers were learning to write was taken into consideration, therefore a total of 20 students participated in this study. Four teachers, the resource teacher, the counselor, and the two administrators were informants. Adopting a sociocognitive lense, the data reported here provide a detailed description of how the socioaffective, affective, and academic domains affected writing development, especially for at-risk writers. In order to respond to the affective and social needs of the writers of this study, a Sociocognitive Model of Interventions for Writing Instruction is proposed.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 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 it