Gravimetric and Magnetic interpretation of Catalão II anomaly (GO-Brazil)
Bibliographic record
Abstract
Catalão II anomaly is located approximately 14 Km from the ultramafic-alcaline-carbonatite complex Catalão I which is a very important site explored by mineral companies in the extraction of phosphate, niobium, rare earth, titanium and vermiculite. The geophysical modeling of Catalão II anomaly can help to understand if there is a relationship between Catalão I and Catalão II intrusions and also evaluate the shape of the body itself. The Geophysical Inversion Facility of the University of British Columbia (UBC-GIF, mag3d and grav3d programs) were used to invert the magnetic and gravimetric data. The resultant susceptibility and density models from both methods were compared in the same mesh and confronted with the geological knowledge of the anomaly. The outcome models agree with the expected contrasts and the overall result can be used for a preliminary estimation of the anomaly and motivate a more detailed investigation over all the complex area.
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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 | 0.000 | 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) | 0.004 | 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 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".