Citizenship and Immigration — Exclusion and Removal — Inadmissible Persons — Security Certificate — Referral pursuant to Immigration and Refugee Protection Act (IRPA),
Bibliographic record
Abstract
s. 77(1) to determine reasonableness of security certificate stating Hassan Almrei inadmissible to Canada on security grounds — Almrei former Afghan jihad participant, linked to extremists, considered sleeper agent by Canadian Security and Intelligence Service (CSIS) — Detained, named in certificate following September 11, 2001 events pursuant to IRPA, ss. 34(1)(c), (d), (f) — Grounds for inadmissibility based on CSIS security intelligence report (SIR) — CSIS believing inter alia Almrei supporting bin Laden ideology, facilitating movement of terrorists through forgery ring, associating with Arab Afghans connected to bin Laden — Whether allegations against Almrei supported by information, other evidence — Shared ideology not enough to assert person member of organization — SIR not current, sources non-authoritative, misleading, inaccurate — No relevant, credible information
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 | 0.005 | 0.016 |
| Meta-epidemiology (narrow) | 0.000 | 0.001 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.010 | 0.003 |
| Scholarly communication | 0.005 | 0.002 |
| Open science | 0.002 | 0.002 |
| Research integrity | 0.005 | 0.004 |
| Insufficient payload (model declined to judge) | 0.011 | 0.004 |
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 source (direct Gemma or distilled Codex), 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".