Intercalibration of Boreal and Tethyan Timescales: The Magneto-Biostratigraphy of the Botneheia Formation (Middle Triassic), and the late Early Triassic, Svalbard (Arctic Norway).
Bibliographic record
Abstract
1 CEMP, Geography Dept., Lancaster University, Bailrigg, Lancaster LA1 4YB, email: m.hounslow@lancs.ac.uk; 2 SINTEF Petroleum Research, NO-7465 Trondheim, Norway, email: Atle.Mork@iku.sintef.no; 3 Geological-Palaeontological Institute and Museum, University of Hamburg, Bundesstr. 55, D-20146 Hamburg, Germany, email: fg6a106@geowiss.uni-hamburg.de; 4 Mellomila 2. NO-7018 Trondheim, Norway, email: vigran@online.no; 5 Geological Survey of Canada, 101-605 Robson St, Vancouver, BC, V6b 5J3, Canada, email: MOrchard@nrcan.gc.ca
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 | 0.000 | 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) | 0.000 | 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".