MétaCan
Menu
Back to cohort
Record W7007075082

Проблема десульфурації чорнового феронікелю, отриманого за технологією низького відновлення на Побузькому феронікелевому комбінаті

2024· other· en· W7007075082 on OpenAlex

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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueThe Scientific Issues of Ternopil Volodymyr Hnatiuk National Pedagogical University Series pedagogy · 2024
Typeother
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicDNA and Biological Computing
Canadian institutionsnot available
Fundersnot available
KeywordsFerroalloyFlue-gas desulfurizationLadlePyrometallurgySilicon
DOInot available

Abstract

fetched live from OpenAlex

Purpose. With the commissioning of the Canadian company Hatch's RTP1 at the Pobuzhsky Ferronickel Plant and its transfer to low-reduction technology, it became possible to produce ferronickel containing only hundredths of a percent of silicon and carbon, which are necessary for soda desulfurization in a ladle. Therefore, the plant has implemented a comprehensive technology that provides for mixing (mixing) crude ferronickel produced from RTP1 with a reduced silicon and carbon content and a high Ni content, with an alloy from RTP2 with a low nickel concentration and a high silicon and carbon. However, due to the shutdown of RTP2 for major repairs, there was a need to develop a desulfurization mode using a combined scheme that involves combining soda desulfurization and oxygen-converter desulfurization, which is difficult and requires additional material and energy costs. Methodology. Thermodynamic modeling was performed using the HSC Chemistry 6.1 software package. Analytical and industrial research in the conditions of Pobuzhsky Ferronickel Plant. Results. The results of industrial research of the combined technological scheme of high-percentage ferronickel desulfurization in a ladle and converter were processed and analyzed, the technical results of ferronickel desulfurization at all stages of development and improvement of production in the conditions of the PFC were summarized. Scientific novelty. The equilibrium distribution of phases in the Fe-Ni-S-Na-Si-C-O system was carried out using the database of the HSC Chemistry 6.0 program. It was shown that silicon affects the completeness of the desulfurization reaction. The temperature limits of the process were identified. Practical significance. In industrial conditions of the Pobuzhsky Ferronickel Plant, a combined technology for desulfurization of high-grade ferronickel from RTP1 using the ladle-oxygen converter scheme has been developed and mastered, which has provided the possibility of the plant operating when RTP2 is stopped for major repairs and obtaining commercial products.

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.

Full frame distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.050
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0010.003
Scholarly communication0.0000.000
Open science0.0020.002
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0030.001

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.

Opus teacher head0.051
GPT teacher head0.334
Teacher spread0.283 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it