Survey of Solid Minerals in Rocks of Ditera and Waltadi, Song, Nigeria
Bibliographic record
Abstract
<p class="1Body">Rock samples from seven (7) locations (with mountains ranging between 1000-1500m above sea level) of Ditera (Kuba, Laba, Bwara and Batum) and Waltadi (Gbang, Gbang Kolora, &amp; Tewozo) Districts of Song Local Government Area, Adamawa State, Nigeria were investigated for solid minerals and metallic oxides. X-ray diffraction spectrophotometer used in the identification of the solid minerals revealed the presence quartz, albite and phlogopite in Kuba, quartz, albite, rutile and fluorannite in Laba, marshite, covellite, otavite, quartz and calcite in Bwara, quartz, oyelite, covellite and tenorite in Batum, barite alone in Gbang, quartz, covellite, ulvospinel, montmorillonite, rutile, and marshite in Gbang Kolora, and found in Tewozo were; quartz covellite, albite and marshite. Of the thirteen different minerals identified in these locations, quartz is the most dominantly present. Further investigation in which the rock samples were analyzed for their constituent major and minor oxides using X-ray fluorescence spectrophotometer also revealed the presence of some oxides which both qualitatively and quantitatively confirmed the presence of the solid minerals in the rock samples analyzed.</p>
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How this classification was reachedexpand
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 | 0.002 | 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 | 0.001 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".