Einfluss der Informationstechnologie und des Internets auf die Produktionsplanung der Wertschöpfungsketten in der chemischen Industrie
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
Die Informationstechnologie ermöglicht den immer schnelleren und umfangreicheren Austausch von Informationen zwischen Kunden und Produzenten einerseits und den verschiedenen Partnern der jeweiligen Wertschöpfungskette anderseits. Das Wachstum bei Intensität und Geschwindigkeit des Informationsaustausches ermöglicht eine engere Zusammenarbeit bei Gestaltung, Spezifikation und Herstellung chemischer Produkte. Diese werden folglich immer kunden-, zeit-, situations- und anwendungsspezifischer. Jedoch müssen nicht nur neue Hochleistungskabel und Rechner installiert werden, vielmehr müssen die gesamte Wertschöpfungskette und der Produktionsprozess an kürzere Produktionskampagnen und größere Varianz bei Produkteigenschaften und -zusammensetzungen angepasst werden. Dieser Aufsatz beschäftigt sich mit den Anforderungen, die sich für die chemische Industrie aus betriebswirtschaftlicher Sicht unter den Bedingungen der vernetzten Informationsgesellschaft ergeben. IT permits ever-faster exchange of ever-increasing volumes of information between customers and manufacturers on the one hand and the various partners of specific value creation chains on the other. Growth in the intensity and speed of information transfer permits closer collaboration in the design, specification, and production of chemical products. Such products are thus becoming more and more customer-, time-, situation-, and application-spe cific. However, it is often necessary not only to install new high performance cables and computers but also to adapt the entire value creation chain and the production process to shorter production campaigns and greater variation in product properties and compositions. This paper is concerned with the business demands placed on the chemical industry under the conditions of the networked information society.
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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) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.001 | 0.001 |
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.
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