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 crystal structure of kampfite, ideally Ba 12 (Si 11 Al 5 )O 31 (CO 3 ) 8 Cl 5 , a 31.2329(7), b 5.2398(1), c 9.0966(3) A, β 106.933(2)°, V 1424.2(1) A 3 , Cc , Z = 1, has been solved by direct methods and refined to an R index of 2.3% for 2938 observed (| F o | > 4σ F ) reflections collected with a four-circle diffractometer using Mo K α radiation and a CCD detector. The kampfite structure is based on double layers of tetrahedra, [ T 4 O 8 ] , consisting of six-membered rings oriented parallel to (100). The layers of tetrahedra are connected by slabs of Ba polyhedra composed of a layer of BaO 6 Cl 6 polyhedra, with all of the Ba and Cl atoms sharing a common plane parallel to (100), flanked on either side by a layer of BaO 9 Cl polyhedra. The CO 3 groups lie between the layers of Ba polyhedra and are oriented approximately parallel to (100). The layering of T O 4 tetrahedra and Ba polyhedra is responsible for the perfect {100} cleavage of kampfite. Kampfite is part of the monteregianite-(Y) – wickenburgite series and is structurally and chemically similar to cymrite.
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 | 0.000 | 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 it