The effect of e‐commerce on the integration of IT structure and brand architecture
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. A company's information technology (IT) structure and its brand architecture are intended to minimize transaction costs both within the organization and between the organization and its customers. Business‐to‐Consumer (B2C) e‐commerce fundamentally alters the structure of those transaction costs relevant to the IT structure and the brand architecture. We conducted a survey among 102 chief information officers and chief marketing officers in 67 of the 100 most important B2C enterprises in Austria. The results show that companies typically implement a certain set of changes in the IT structure and the brand architecture if B2C e‐commerce is highly important to them and that these changes result in a stronger integration within and between the IT structure and the brand architecture. B2C e‐commerce projects thus require closely aligned conceptual, organizational and financial measures in both areas.
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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 | 0.001 |
| 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