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Record W4301373261 · doi:10.1111/lit.12308

Flexible phonics: a complementary ‘next generation’ approach for teaching early reading

2022· article· en· W4301373261 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.

Bibliographic record

VenueLiteracy · 2022
Typearticle
Languageen
FieldPsychology
TopicReading and Literacy Development
Canadian institutionsYork University
Fundersnot available
KeywordsPhonicsReading (process)VocabularyLiteracySpellingComputer scienceResponse to interventionPhonemic awarenessVocabulary developmentMathematics educationLinguisticsPsychologyTeaching methodPedagogySpecial education

Abstract

fetched live from OpenAlex

Abstract We describe the rationale for‐ and content of‐ a freely available, novel, theoretically driven and evidence‐based approach to improving the teaching of word reading in reception classrooms called ‘Flexible Phonics’. Flexible Phonics (FP) adds measurable value to‐, rather than wholly replacing, existing synthetic phonics programmes. The rationale underpinning the FP approach concerns the need for multi‐componential, maximally efficient, and truly generative approaches to allow early independence in reading for all children that apply to all words in the opaque spelling system of English. Building from these three principles, contemporary reading theory and evidence from cognitive science, linguistics and scaled educational implementation research, FP embodies a 5‐element intervention differentiated to children's current attainment levels. FP augments mandated synthetic phonics through use of quality real books allowing ‘Direct Mapping’ of taught grapheme‐phoneme correspondences, targeted oral vocabulary teaching, strategy‐instruction on ‘Set‐for‐Variability’ and targeted preventative intervention for the most at‐risk readers to then access wider FP content. Implications for policy and enhanced professional practice in English schools are considered.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.729
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0020.000

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 head0.069
GPT teacher head0.352
Teacher spread0.282 · 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