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
The massive sulfide deposits of the Skellefte district are located in northern Sweden. The ores are hosted by Precambrian submarine volcanics and sedimentary rocks. Both rocks and ores have been deformed and metamorphosed, mainly to greenschist facies.Aqueous two-phase (liquid-vapor) primary inclusions in sphalerite, quartz and calcite from six mines (Rävliden, Kristineberg, Östra Högkulla, Bjurträsk, Renström and Långdal) indicate that the sulfide ores were formed under non-boiling conditions during two major stages of hydrothermal activity at temperatures of 210° and 295°C, respectively. The ore-forming fluids were CaNaCl-bearing hydrothermal solutions with a salt content of 4±2 eq. wt.% NaCl. Later recrystallization of the ores occurred at lower temperatures involving solutions with higher salinities.
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.
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) | 0.012 | 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 it