Lengenbachite from the Kochkovskoe Gold Deposit(Zabaykalsky Krai)
Why this work is in the frame
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Bibliographic record
Abstract
The article presents the analytical data on lengenbachite, a rare As–Pb sulfosalt, which was found in sulfde ores of the Kochkovskoe gold deposit in Zabaykalsky Krai. Until recent, lengenbahitе was found only in the Lengenbach quarry (Switzerland), Negus, Kohn (Canada) and Sherlovaya Gora (Zabaikalsky Krai) deposits. The mineral is identifed in two sulfde aggregates located in the low-Fe sphalerite of gold-quartz-carbonate-polymetallic stage. Aggregate 1 is composed of jordanite with lengenbachite inclusions (Ag4.89Cu1.25Pb18.68As12.46S39.00, on average) and galena, which is overgrown by arsenopyrite and Ag-bearing tennantite. Aggregate 2 consists of an jordanitе grain with lengen-bachite inclusions (Ag5.23Cu0.79Pb18.57As11.93S39.00 , on average). Figures 5. Tables 3. References 17.
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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 | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 0.003 |
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