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Record W6929837957 · doi:10.5281/zenodo.10797986

Diagnosis and Treatments with Perceived Mentally Disturbed Persons: The Case of Traditional Healers in South Cotabato

2024· article· en· W6929837957 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

VenueZenodo (CERN European Organization for Nuclear Research) · 2024
Typearticle
Languageen
FieldMathematics
TopicStatistical Methods and Bayesian Inference
Canadian institutionsnot available
Fundersnot available
KeywordsQuarter (Canadian coin)ChecklistPupilAction (physics)Action planSection (typography)

Abstract

fetched live from OpenAlex

<p><span>This action research determines the performance level of Grade 3 pupils in Mathematics using modular distance learning.. The researcher utilized the descriptive method of research. There were 200 grade three pupils who acted as research participants.  Data were collected using the self-made questionnaire checklist distributed among the Grade 3 pupil participants. Google Forms was used to monitor the learners' responses. Relevant data were analyzed, evaluated, and interpreted utilizing the average mean and the percentage score. Based on the result, the frequency distribution of the 1st quarter grades obtained by the Grade 3 Pupils from Section Amber to Section Pearl showed that only 2% got outstanding marks; 20% got very good grades, 46% were good, and 32% were fair. This implied that during modular distance learning was not such effective in the 1st quarter due to adjustments done by the learners. During the 2nd quarter, 47 out of 200 pupils obtained very good grades. However, there are 30 learners who obtained 80-88 grades, while only 8 of them got the grade of 75-79. There was a big difference in the grades obtained from the 1st quarter to the 2nd quarter due to the adjustments made by the learners. The result of the study would be utilized as a basis for crafting a school action plan that would enhance the function of the Kamustahan Program in pupils’ performance.</span></p>

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)0.000
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: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.279
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
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 head0.103
GPT teacher head0.323
Teacher spread0.220 · 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