Datasets:
Update README.md
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README.md
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All datasets without parsed pdfs of submissions can be completed by running code available [here](https://github.com/NikeHop/automatic_scientific_quality_metrics)
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All datasets without parsed pdfs of submissions can be completed by running code available [here](https://github.com/NikeHop/automatic_scientific_quality_metrics)
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### Overview of Dataset columns
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| Attribute | Type | Explanation |
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|--------------------------|-------------------------------------|-----------------------------------------------------------------------------|
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| **Basic Paper Info** | | |
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| `title` | `str` | The title of the paper. |
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| `authors` | `list[dict]` | A list of authors of the paper. |
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| `abstract` | `str \| None` | The abstract of the paper (optional). |
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| `summary` | `str \| None` | A summary of the paper (optional). |
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| `month_since_publication`| `int \| None` | Month passed since the publication date |
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| `publication_date` | `str \| None` | The publication date of the paper (optional). |
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| `field_of_study` | `list[str] \| None` | The field(s) of study the paper belongs to (optional). |
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| `venue` | `str \| None` | The venue where the paper was published (optional). |
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| **ID's** | | |
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| `paperhash` | `str` | A unique hash identifier for the paper. (last_name_first_author\|title\|venue)| |
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| `arxiv_id` | `str \| None` | The arXiv ID of the paper (optional). |
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| `s2_corpus_id` | `str \| None` | The Semantic Scholar (S2) corpus ID of the paper (optional). |
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| **Semantic Scholar Metadata** | | |
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| `n_references` | `int \| None` | The number of references in the paper (optional). |
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| `n_citations` | `int \| None` | The number of citations the paper has received, only accepted papers (optional). |
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| `n_influential_citations`| `int \| None` | The number of influential citations the paper has received, only accepted papers (optional). |
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| `external_ids` | `dict \| None` | External IDs associated with the paper (optional). |
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| **Content** | | |
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| `introduction` | `str \| None` | Introduction of the paper if available (optional) |
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| `background` | `str \| None` | Background of the paper if available (optional) |
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| `methodology` | `str \| None` | Methodology of the paper if available (optional) |
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| `experiments_results` | `str \| None` | Experiments & Results of the paper if available (optional) |
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| `conclusion` | `str \| None` | Conclusion of the paper if available (optional) |
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| `full_text` | `str \| None` | Full text of the paper if available (optional) |
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| **Review Data** | | |
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| `decision` | `bool \| None` | The decision on the paper (e.g., accepted/rejected) (optional). |
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| `decision_text` | `str \| None` | The text explaining the decision (optional). |
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| `reviews` | `list[Review] \| None` | A list of reviews for the paper (optional). |
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| `comments` | `list[Comment] \| None` | A list of comments on the paper (optional). |
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| **Scores** | | |
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| `mean_score` | `float \| None` | The mean overall score of the reviews (optional) |
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| `mean_novelty` | `float \| None` | The mean novelty score of the reviews (optional) |
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| `mean_confidence` | `float \| None` | The mean confidence score of the reviews (optional) |
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| `mean_correctness` | `float \| None` | The mean correctness score of the reviews (optional) |
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| `mean_clarity` | `float \| None` | The mean clarity score of the reviews (optional) |
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| `mean_impact` | `float \| None` | The mean impact score of the reviews (optional) |
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| `mean_reproducibility` | `float \| None` | The mean reproducibility score of the reviews (optional) |
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| `avg_citations_per_month`| `float \| None` | The average number of citations per month |
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| **References** | | |
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| `references` | `list[Reference] \| None` | A list of references cited in the paper (optional). |
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| **Hypothesis** | | |
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| `hypothesis` | `str \| None` | The hypothesis proposed in the paper annotated via an LLM (optional).
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