Dataset card for v0.2.0

README.md

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+---
+license: cc-by-4.0
+pretty_name: Open Misconceptions
+language:
+  - en
+tags:
+  - education
+  - misconceptions
+  - learning-analytics
+  - assessment
+size_categories:
+  - n<1K
+configs:
+  - config_name: default
+    data_files: miscon.jsonl
+---
+
+# Open Misconceptions
+
+A public catalogue of misconceptions with stable IDs. Each row is one
+record: a belief a learner could hold, its kind, the evidence pattern that
+reveals it (with a concrete example), discriminators against slips and
+neighbouring misconceptions, alignments to external schemes, and
+provenance.
+
+This dataset mirrors `dist/miscon.jsonl` from the tagged release of
+<https://github.com/open-misconceptions/miscon-data>. The canonical form of a record is
+its stable URI, for example
+<https://open-misconceptions.github.io/miscon-data/m/math.fractions.add-across>.
+
+## Provenance caveat
+
+Most records are `status: draft` with `trust: low`: drafted from the cited
+literature and not yet reviewed. Check `status`, `trust` and `reviews`
+before treating a record as settled. `reviewed` records carry a human
+accept or an attested review; `trust` is computed from the reviews against
+the repository's reviewer registry.
+
+## Fields
+
+| Field | Meaning |
+|-------|---------|
+| `id` | Stable ID (`math.fractions.add-across`). Cite as `miscon:<id>`. |
+| `uri` | Stable URI. |
+| `uuid` | Opaque identifier; the CASE `CFItem.identifier`. |
+| `version`, `status`, `trust` | Record semver; lifecycle (`draft`, `llm-reviewed`, `reviewed`, `deprecated`, `merged`); computed trust (`low`, `medium`, `high`). |
+| `title`, `statement`, `notes` | Short label, the belief as the learner holds it, and optional notes such as likely origins. |
+| `kind` | Mechanism: overgeneralization, undergeneralization, procedural-bug, notation-confusion, misapplied-analogy. |
+| `domain`, `about`, `level_band`, `locale` | Subject, concepts, education levels, language. |
+| `evidence_patterns` | List of `{item_shape, signature, example{item, expected, response}}`. |
+| `discriminators` | `vs_slip` and `vs{<neighbour-id>: text}`. |
+| `relations` | `conflicts_with`, `resolved_by`, and provisional `confusable_with`, `specializes`, `co_occurs_with`, `blocked_by`. |
+| `alignments` | `{scheme, code, uri, relation, note}` into CCSS, progmiscon, etc. |
+| `provenance` | `{sources[], origin, notes}`. |
+| `reviews`, `history`, `license` | Reviews (`kind`, `by`, `date`, `scope`, `verdict`), merge/supersede history and changelog, always `CC-BY-4.0`. |
+
+Full field documentation: <https://github.com/open-misconceptions/miscon-data/blob/main/schema/README.md>.
+
+## Load
+
+```python
+from datasets import load_dataset
+ds = load_dataset("open-misconceptions/miscon-data")
+```
+
+## Cite
+
+Concept DOI (latest release): https://doi.org/10.5281/zenodo.22416011. Each release also has a version DOI (v0.1.1: https://doi.org/10.5281/zenodo.22416012). Author and title metadata are in `CITATION.cff` in the repository.
+
+## Licence
+
+CC BY 4.0. Attribute "Open Misconceptions (Vikram Maram and contributors)"
+and link to the repository or the record URI.