Industrial scaling of molten carbonate electrolytic carbon capture and production of graphene allotropes
Bibliographic record
Abstract
The discovery, advances, and industrial-scale up of a unique electrochemical decarbonization chemistry, which sequesters carbon dioxide to mitigate the existential threat of planetary climate change, are presented. C2CNT® (CO 2 to C arbon N ano T echnology) is the transition metal nucleated electrolytic splitting of CO 2 by its transformation into a wide range of Graphene NanoCarbon allotropes, C GNC , CO 2 -> C GNC + O 2, such as carbon nanotubes and carbon nano-onions. The original 2015 C2CNT 0.0005 m 2 electrode process has been scaled to larger than meter-square area electrodes and used in a series of 100 tonne annual CO 2 removal industrial Genesis Device modules. The pathway to a further scale-up to a series of 1000 tonne decarbonization placed in series and forming a megaton annual C2CNT decarbonization plant is illustrated.
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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) | 0.000 | 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 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".