Data for: Zircon Morphology and Geochemical Diversity During Closed-System Crystallization of the Skaergaard Intrusion
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Data from Journal of Petrology paper "Zircon Morphology and Geochemical Diversity During Closed-System Crystallization of the Skaergaard Intrusion". These are supporting information data tables that contain all data generated from this study as well as literature data compiled and used in the publication. Supplementary Appendix A contains major and minor element oxide contents in zircon from the Skaergaard intrusion measured by EPMA. Supplementary Appendix B contains the procedures utilized for LA-ICP-MS trace element analysis of zircon in this study. Supplementary Appendix C contains trace element concentrations by LA-ICP-MS of mineral separate zircon from the Skaergaard intrusion. Supplementary Appendix D contains in situ trace element concentrations in zircon from the Skaergaard intrusion measured by LA-ICP-MS. Supplementary Appendix E contains whole rock compositions of Skaergaard parental melt proxies used in rhyolite-MELTS forward geochemical models.
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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) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.002 | 0.008 |
| Research integrity | 0.001 | 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 it