Tentative Growth Curve for Rhizocarpon geographicum s. I. in Stroud Basin, Wind River Range, Western Wyoming
Bibliographic record
Abstract
A tentative fime{ize curre for Rhizocarpon geographicun s. l. hasheen dereloped for dating Neoelacial deposits in the Vind River Range, Wyoming.Nunerous differences in fie Inaxinum diamerers of R. geogrdphicun s.l. on Neoglacial subshares have proved useful as relarive age indicarors in severai Wind River cirques; however, consrruction ofa erowth curve {as hampered by a lack of deposirs dared by radiocarbon.Using a great-growth period sinilar lo thal derived in lhe Front Range, Colorado, and one radiocarbon dated substrate in Shoud Basin.Vind River Mounlains.a tentatire curre has been conslructed.-R.geographicum s.l.appears lo grow more slosly in the Wind River Mountains than in !h€ Front Range of Colorado, the difference amountins to -l0 mm in 3000 years.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.003 | 0.001 |
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".