Inhibitor Developments Providing Mitigating Benefits against Pitting Corrosion to Carbon Steel Constructed Assets Used to Process Wet Sulfur Contaminated Sour Gas Production
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
Abstract The unmitigated general and pitting corrosion rates were measured for carbon steel coupon specimens subjected to a series of sulfur (S8) spiked laboratory test conditions. Tests simulate sour (containing hydrogen sulphide gas, H2S) gas production environments currently challenging inhibitor programs in Western Canada to protect carbon steel constructed production assets from sulfur catalyzed pitting corrosion attack. The mitigated general and pitting corrosion rates were also measured for coupon specimens subjected to sulfur spiked laboratory test conditions simulating the pipeline production environments. This study evaluated effectiveness of continuous injection type corrosion inhibitors for providing mitigating benefits against pitting attack under conditions, with and without the aide of a batch inhibitor film pre-applied to the carbon steel specimen. The mitigated study concluded with an evaluation of inhibitors for providing mitigating benefits against corrosion under test conditions simulating down hole production environments, likewise challenging inhibitors to protect carbon steel constructed tubing and production assets operated throughout Western Canada from sulfur catalyzed pitting corrosion attack.
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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 | 0.001 | 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) | 0.000 | 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