Bibliographic record
Abstract
Children between the ages of six and eighteen are required to attend school. Under the authority of the Education Act, a child may be excused from attendance at school if “the child is receiving satisfactory instruction at home or elsewhere”. Parents who wish to provide instruction to their children at home are required to notify the Board, in writing, of their intention. Thereafter, parents must inform the Board prior to September 1 st of their intention to continue Home Schooling. As required by Ministry of Education Policy/Program Memorandum No. 131, the Board normally will accept the written notification from parents/guardians as evidence that the parents/guardians are providing satisfactory instruction. Schools are not expected to provide learning materials, programs or activities for students who are not on the register. Parents/guardians providing home schooling may request that their child(ren) participate in EQAO assessments of Reading, Writing and Mathematics, administered in Grades 3, 6 and 9 and the Ontario Secondary School Literacy Test, given in Grade 10, by contacting the Board in writing by September 30 of the year in which the assessments are being conducted. When parents/guardians who have chosen to provide "satisfactory instruction at home or elsewhere " wish to register at a school of the District School Board of Niagara, the student shall be placed in an appropriate educational program by the
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.
How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.003 | 0.012 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.003 | 0.002 |
| Bibliometrics | 0.005 | 0.004 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.007 | 0.005 |
| Open science | 0.003 | 0.003 |
| Research integrity | 0.004 | 0.002 |
| Insufficient payload (model declined to judge) | 0.510 | 0.269 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; the direct Gemma label and the distilled Codex classifier agree on what is shown here.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".