Data layer at release v1.0.2: the card cites the reference list and names each archived version identifier
bfe0063 verified | # Human- and machine-readable citation for this repository. | |
| # doi: is the concept identifier of the archived software, which resolves to the latest | |
| # archived version; the version identifiers are listed below. The evidence-record identifier is | |
| # absent, and that state is what the project's release gate reads so it can say so accurately. | |
| cff-version: 1.2.0 | |
| message: >- | |
| Cite the paper for the method and findings, the dataset for the evidence | |
| bundle, and the commit for the tooling that produced a number. See | |
| the dataset card's Citation section for the citation rules (snapshot not branch; name | |
| the collection round; cite client version plus service, not the model alone). | |
| Released 2026-09-11 as version 1.0.2 (methodology v0.1): cite the tag or the DOI, never a | |
| branch. | |
| title: "AI Service QoS: An Independent Outside-In Measurement Methodology, with Case Study 1 (Qwen3.8-Max / Qoder)" | |
| authors: | |
| - name: "2makeitwork" | |
| # Pseudonymous by choice. Independent, unaffiliated author (decided 2026-09-11): no | |
| # affiliation is to be added here or in any listing, archive record or citation form | |
| # Do not attempt to resolve the handle to a person. | |
| type: dataset | |
| version: "1.0.2" # matches the tag v1.0.2, the citable snapshot; the release gate and scripts/analyze.py both refuse if the two differ | |
| date-released: "2026-09-11" # the release date of this version | |
| doi: 10.5281/zenodo.22701430 # concept DOI — all archived versions, from Zenodo's GitHub integration | |
| # Version identifiers: v1.0.0 = 10.5281/zenodo.22701431, v1.0.1 = 10.5281/zenodo.22701701. | |
| # Cite the concept identifier unless a specific archived version matters. | |
| # dataset-doi: none — no separate evidence deposit exists (the draft was discarded 2026-09-11). | |
| # The evidence is preserved by the dataset repository and by the archived source copies above. | |
| repository-code: "https://github.com/2makeitwork/paper_ai_Qos" | |
| repository-artifact: "https://huggingface.co/datasets/2makeitwork/paper_ai_Qos" | |
| license: >- | |
| CC-BY-4.0 (text, tables, figures and evidence data; see LICENSE-content.md); | |
| MIT (executable tooling under scripts/; see LICENSE-code.md) | |
| # A commit hash cannot be written into the commit it names, so the snapshot to cite is the | |
| # tag: v1.0.2. Zenodo's GitHub integration archives each published release automatically and | |
| # mints the version identifier; the record above proves the hook fires. | |
| keywords: | |
| - AI service qualityscripts/preflight.sh | |
| - large language model service measurement | |
| - timeout | |
| - latency distribution | |
| - observability from client logs | |
| - Qwen3.8-Max | |
| - Qoder CN | |
| preferred-citation: | |
| type: report | |
| title: "AI Service QoS: An Independent Outside-In Measurement Methodology, with Case Study 1 (Qwen3.8-Max / Qoder)" | |
| authors: | |
| - name: "2makeitwork" | |
| year: 2026 | |
| # doi: "" # the paper has no identifier of its own yet: no arXiv preprint is | |
| # url: "" # registered, and a Hugging Face paper page is keyed to an arXiv id | |
| institution: "Independent" | |
| identifiers: | |
| - type: doi | |
| value: 10.5281/zenodo.22701430 # concept DOI — every archived version of this release family | |
| - type: doi | |
| value: 10.5281/zenodo.22701431 # version DOI of v1.0.0 | |
| - type: doi | |
| value: 10.5281/zenodo.22701701 # version DOI of v1.0.1 | |
| # Release history. A list is kept in comments because CITATION File Format 1.2 defines no `versions` | |
| # key (checked against the official schema on 2026-09-11: the allowed top-level keys are abstract, | |
| # authors, cff-version, commit, contact, date-released, doi, identifiers, keywords, license, | |
| # license-url, message, preferred-citation, references, repository, repository-artifact, | |
| # repository-code, title, type, url, version) and `additionalProperties: false` makes an invented key | |
| # a validation error. scripts/analyze.py now refuses any top-level key outside that list. | |
| # | |
| # 1.0.2 2026-09-11 References section added: every work section 1.4 characterises is now listed | |
| # with its locator, how far it was read, and why the exclusions were excluded; | |
| # the capture and shipping pipeline moved to the project's private workshop | |
| # repository, leaving five scripts here, and the sentences that named them now | |
| # describe them instead. No evidence, definition or figure changed. | |
| # 1.0.1 2026-09-11 Front page reordered: the paper is presented as the contribution and the | |
| # case report, evidence and tooling as the means it serves. Adds the archive | |
| # identifiers above. No evidence, no definition and no figure changed. | |
| # 1.0.0 2026-09-11 Formal release of methodology v0.1 with Case Study 1. Positions the | |
| # contribution as a novelty of perspective rather than of method: the | |
| # instruments are shared with prior external measurement, while the vantage — | |
| # the paying user's side, published as a stratified public aggregate that | |
| # checks a provider against its own quality-of-service claim without its | |
| # cooperation — is occupied by none of them. Section 7.1 states the | |
| # institution this serves and the two design duties not yet discharged. | |
| # 0.3.0-pre.4 2026-09-11 Pre-release line: section 1.4 rebuilt as a category table, the | |
| # model-authenticity works recorded as considered-and-not-cited, the | |
| # capability-versus-delivery asymmetry in section 1.1, an unaffiliated byline, | |
| # dated notices, and a release gate that checks the published artifact rather | |
| # than the author's working copy. | |
| # 0.2.0 2026-09-10 Round 2 collection: evidence/incident_20260910/ (62 request episodes, | |
| # per-request context occupancy, the compaction pair, three negative results). | |
| # 0.1.0 2026-09-09 Round 1 frozen: evidence/ covering 2026-09-01 to 2026-09-09 (33 timeout | |
| # events, all client code 80408; 18 quota or account events; phase and | |
| # task-lifecycle extracts). | |