Pencirian Mikroskopi Butiran Kuarza Laut Cetek Muara Sungai Kelantan Hingga Pelantar Benua Laut China Selatan, Semenanjung Malaysia
Bibliographic record
Abstract
Characterization of quartz grains by using scanning electron microscopy (SEM) has identified several quartz types with different textures and morphologies. By using this method, six types of quartz grains have been identified which are quartz type A, B, C, D, E and F based on textures and morphologies recorded during transportation (mechanical processes). The six types of quartz are the results of two factors which are genetic of quartz and mechanical processes during transportation. As a result of the distribution of this factors, two suites of detrital quartz was discovered which are province I and province II. Province I is characterised by distribution of low energy with poor mechanical processes and consists of recent sediments which was transported by the Sungai Kelantan. The recent sediments showed smooth to moderate rough surface texture with V marks size <2 m or absent and have rounded to angular grain shape. Meanwhile, province II is characterised by moderate to high mechanical processes and sediments are represented by a mixture of recent and relict sediments which is known as marine sub-arkosic components that has been deposited since 5000 cal. yr. BP. The marine sub-arkosic components undergone some excessive mechanical processes that produces rough surfaces textures, V marks structure with size <2 m to >2 m, high abrasion on the surface of quartz and rounded to nearly spherical morphology.
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.
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.005 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.003 | 0.001 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.007 | 0.008 |
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; both teacher heads agree on what is shown here.
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".