Due date Quotation and Delivery Schedule In Dual Channel Supply chain
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
With the growth of e-business, many companies are trying to implement online (etail) channel besides their traditional retail stores to provide more convenient access of products for the customers and mainly enhance their customer service. These businesses are the main entities of a network called dual channel supply chain. Improving customer service as one of the main performance measures has got a growing interest in recent years from all entities of supply chain specifically manufacturing/service providers. In this context, we can express customer service as "being able to satisfy customer demands as soon as possible" and from the manufacturer's point of view, it is potentially achievable by coordination of scheduling and reliable due date quotation. In this dissertation, we consider due date quotation problem coordinated with scheduling in a two-echelon dual channel supply chain from the manufacturer point of view. We study three main problems.
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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 | 0.001 |
| 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