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Record W3113209321 · doi:10.3126/pjri.v2i0.33428

Child-Friendly School Environment: A Case of Community Schools of Pokhara

2020· article· en· W3113209321 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

VenuePrithvi Journal of Research and Innovation · 2020
Typearticle
Languageen
FieldSocial Sciences
TopicEducation, Innovation and Language Studies
Canadian institutionsnot available
Fundersnot available
KeywordsMetropolitan areaChecklistQuarter (Canadian coin)Data collectionPsychologyScheduleGeographyMedical educationMedicineSociologyComputer science

Abstract

fetched live from OpenAlex

The study is carried out to investigate the status of child-friendly school environment, and identify school’s policy towards it. It was delimited to Pokhara Metropolitan of Kaski District. To accomplish the objectives, the explanatory sequential research design was used. The survey technique was used for quantitative and observation was used to qualitative study. There were 128 basic community schools. Eleven schools were selected randomly. The interview schedule and observation checklist were the major tools of data collection. Collected data and information were analyzed both quantitatively as well as qualitatively as per their nature in the table. The findings of the study demonstrated that physical facilities in community schools in Pokhara Metropolitan City seem satisfactory. The researcher asked and observed the school sites. More than one quarter schools (27.3%) had peace and quiet place to teach. More than one-third school (36.4%) had satisfactory and the same (36.4%) had no open and enough space. The study also found that all schools had little raised and dry land and not to risk of sinking during the monsoon. More than half of the schools (54.5%) had the satisfactory situation on sufficient space and on adequate water and facility of waste disposal. From the observation, it was found that nearly two third schools had poor situation of restrooms without water and latches. It is concluded that the community schools tried their best to make child-friendly school environment, but those attempts were found to be insufficient. The study recommended that communication, cooperation, and coordination are needed among the stakeholders to plan for the quality education in schools.

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)0.005
metaresearch head score (Gemma)0.004
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.484
Threshold uncertainty score0.534

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0050.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.002
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.125
GPT teacher head0.443
Teacher spread0.318 · 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