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
Abstract Stokesite, ideally CaSnSi 3 O 9 ·2H 2 O, is a rare hydrated calcium tin inosilicate mineral. The stokesite reported in this paper was found on the surface of large magnetite crystals within cavities of tin-iron ore at the Huanggangliang iron deposit, Chifeng, Inner Mongolia, China, and is associated with calcite, andradite, magnetite, vesuvianite, cassiterite, fluorite, quartz, mica, and clinochlore. Dominant forms are pinacoids {100} and {010} and orthorhombic bipyramid {344}. The empirical formula, calculated on the basis of nine O atoms per formula unit except for H 2 O, is (Ca 0.94 Mn 0.09 ) Σ1.03 (Sn 0.97 Fe 0.05 ) Σ1.02 Si 2.99 O 9 ·2H 2 O, Z = 4. The crystal structure of stokesite was refined in space group Pnna , a 14.4783(12), b 11.5879(10), c 5.2292(4) A, V 877.32(12) A 3 , R = 0.037. The crystal structure contains (Si 3 O 9 ) chains and Sn and Ca polyhedra. Here, we report and discuss the infrared spectrum, the differential thermal curve of stokesite, and the hydrogen bonding. Chifeng stokesite is a low-temperature hydrothermal mineral.
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 | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 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 it