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Record W4311611978 · doi:10.1177/13621688221142297

Structured instructional design for integrated language skill development: College students’ perspectives on collaborative reading-to-write activities using a cloud-based tool

2022· article· en· W4311611978 on OpenAlex

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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueLanguage Teaching Research · 2022
Typearticle
Languageen
FieldPsychology
TopicInnovative Teaching and Learning Methods
Canadian institutionsUniversity of TorontoCentennial CollegeOntario Tech University
Fundersnot available
KeywordsReading (process)PsychologyMathematics educationReading comprehensionCollaborative writingIntervention (counseling)Thematic analysisPedagogyQualitative researchLinguisticsSociology

Abstract

fetched live from OpenAlex

Many students begin post-secondary studies with inadequate reading comprehension and expository writing skills. Strong skills in these areas are necessary for interpreting source material, integrating multiple ideas, and formulating clear and coherent arguments to complete integrated reading and writing tasks typical of most post-secondary assignments. This article reports on college students’ perspectives on an intervention study exploring how integrated reading and writing instruction can be combined with collaborative writing using a cloud-based tool to develop students’ expository writing skills. A 10-week intervention was designed to introduce 70 students to discrete expository writing skills such as paraphrasing, summarizing, and synthesizing source material. The intervention aimed to enhance students’ awareness of the connection between the individual skills and the final product: expository essays. This study was conducted at a large urban community college in Ontario, Canada, with culturally diverse first-year students across disciplines. Individual interviews were conducted with 14 students. Results of thematic and content analyses showed that participants were largely positive about their online collaborative writing experiences with their peers, and many found that the instructional design supported their learning through knowledge construction, social support, and easily accessible information.

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 imitation

Not 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.

metaresearch head score (Codex)0.015
metaresearch head score (Gemma)0.003
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Research integrity
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.106
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0150.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.002
Science and technology studies0.0030.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.003
Insufficient payload (model declined to judge)0.0010.000

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.

Opus teacher head0.082
GPT teacher head0.472
Teacher spread0.390 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it