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Record W7062225271

Teachers' perception of sexualities education: a study of secondary school teachers in Montreal

2014· dissertation· en· W7062225271 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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueeScholarship@McGill (McGill) · 2014
Typedissertation
Languageen
FieldEngineering
TopicEngineering Applied Research
Canadian institutionsnot available
Fundersnot available
KeywordsHuman sexualitySexuality educationTheme (computing)PerceptionSchool teachersTeacher education
DOInot available

Abstract

fetched live from OpenAlex

Currently in Quebec no sexuality education program is formally mandated by the Ministry of Education.Since the Reform of 2005 teachers are expected to integrate sexuality related topics in their respective fields, for example, ethics and religious culture, English literature, or even mathematics.This study examines the perceptions of teachers on the teaching of sexualities education in this particular context.Data was collected through interviews and aimed to answer three questions: 1) how do secondary school teachers in Montreal English schools perceive the current state of the sexualities education program at their school?; 2) how do the teachers view/describe their role in developing students' sexual knowledge?and 3) how do the teachers believe sexualities education should be taught and why?Three conceptual themes are discussed.Theme 1, need for program structure, explores teachers' view on the structure of sexualities education.Data shows that they are very critical of the current situation.Due to lack of organization and specific training, the participants feel confused about what they should teach, fearing they will be viewed in a negative light for integrating a "program" that is not mandated by the formal curriculum.Theme 2, valuing students, addresses how and why teachers address difficult topics in spite of this fear.The teachers interviewed want to make sure that their students receive appropriate information regarding their sexuality.They see their role as being emotionally open and accessible to their students.The findings of the study clearly indicate that these teachers are strongly animated by a personal sense of responsibility for the well-being of their students.Lastly theme 3, moving beyond the classroom, covers teachers' program preferences and what they hope to accomplish by teaching a comprehensive program.Not only do they hope to reach students on a personal level, they also hope students will develop into considerate and respectful citizens.

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 categoriesMeta-epidemiology (narrow), Research integrity
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Other design · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.764
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0010.003
Insufficient payload (model declined to judge)0.0000.000

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 head0.010
GPT teacher head0.255
Teacher spread0.244 · 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