Control of Heat Input and Deformation on Resistance Micro-Welding of Fine Nickel Wires
Bibliographic record
Abstract
In the production of small electronic and medical devices, it is often necessary to produce crossed wire joints in fine nickel wires. Therefore, commercial purity nickel fine wire was welded by the resistance microwelding. A study has been performed to improve the welding process considering the welding mechanism. A welding mechanism consists of cold wire collapse, surface melting, liquid phase squeezed out and solid state bonding. Set down which indicates the depth of penetration for wires was not adequate to evaluate the joint quality. Sufficient local heat generation as well as set down is the key to high quality welds, first to generate enough transient surface melting, second to facilitate plastic deformation in order to squeezed out liquid and expand the bonded area. This requires a proper balance of high initial contact resistance and sufficient high welding force, which could be obtained by setting a low firing force.
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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".