Bibliographic record
Abstract
The Children, Youth and Environments journal disseminates knowledge and stimulates discussion in support of inclusive and sustainable environments for children and youth everywhere.CYE has a global community and connects the worlds of research, policy and practice.The CYE journal is a peer-reviewed, multi-disciplinary, online journal, highlighting the physical environments where children and youth live, learn, work and play.The journal values the capacity of children and young people to meaningfully participate in the processes that shape their lives, and publishes papers from distinct viewpoints, varied approaches, and diverse cultures and regions around the world.The journal offers researchers a high-quality, refereed outlet for sharing work pertaining to the physical environments that impact the lives of children and youth around the world.The journal publishes papers in the form of research articles, field reports and book/media reviews ranging from quantitative and qualitative empirical research; theoretical, methodological, and historical investigations; critical literature reviews; design analyses; post-occupancy evaluations; policy studies; and program assessments.Children, Youth and Environments appeared as a print journal from 1984-1995 as Children's Environments Quarterly and Children's Environments.In 2003, it was revived as an online journal, which now reaches readers in more than 160 countries.
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 distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.003 | 0.000 |
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.
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; a candidate call from one teacher head, not a consensus.
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".