Bibliographic record
Abstract
Institute of British Columbia (JIBC) has a provincial mandate to provide education and training for justice and public safety professionals.We are Canada's leading public safety educator -a dynamic post-secondary institution recognized nationally and internationally for innovative education and applied research in the areas of justice and public safety.The JIBC offers a range of applied and academic programs (certificates, diplomas, and degrees) that span the spectrum of safety -from prevention to response and recovery.Each year, JIBC's distinctive experiential and applied learning model attracts an average of 27,000 unique students 1 , including approximately 2,700 2 full-time equivalent students, many of whom return throughout their careers for ongoing continuing education.According to JIBC's Office of Institutional Research, over 6,500 Aboriginal 3 students have attended JIBC in the last six years.JIBC's unique provincial mandate encompasses education and training for all aspects of public safety that lead to safer communities: conflict resolution, leadership, counselling and community services, emergency management, traffic education, firefighting, paramedicine, law enforcement, security including corrections, courts, sheriffs and policing.JIBC serves the people of communities located in the traditional territories of First Nations Peoples across British Columbia and welcomes First Nations, Inuit and Mtis learners who seek knowledge and skills in justice and public safety.The Institute has several campuses with the main campus in New Westminster.Regional locations include: Chilliwack; Maple Ridge; Okanagan Campus (Kelowna); Pitt Meadows; and Victoria.In areas where the JIBC does not have campuses, and for specific educational initiatives, the Institute has developed Memorandums of Understanding with a number of colleges including: Nicola Valley Institute of Technology and Native Education College.JIBC is organized into three schools: School of Health, Community and Social Justice; School of Criminal Justice and Security; and the School of
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.005 | 0.000 |
| Scholarly communication | 0.001 | 0.002 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.024 | 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".