openstem-qa / quality_report.json
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Add OpenSTEM-QA v0.1: 10,000 synthetic STEM MCQs
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{
"total_rows": 10000,
"unique_ids": 10000,
"unique_questions_after_normalization": 10000,
"structural_issues": 0,
"first_issues": [],
"split_counts": {
"train": 9000,
"validation": 500,
"test": 500
},
"split_subject_counts": {
"train": {
"physics": 2997,
"chemistry": 2997,
"mathematics": 3006
},
"validation": {
"physics": 167,
"mathematics": 167,
"chemistry": 166
},
"test": {
"mathematics": 167,
"chemistry": 167,
"physics": 166
}
},
"subject_counts": {
"mathematics": 3340,
"physics": 3330,
"chemistry": 3330
},
"difficulty_counts": {
"hard": 6001,
"very_hard": 3999
},
"topic_counts": {
"algebra": 334,
"sequences_and_series": 668,
"calculus": 668,
"combinatorics": 334,
"probability": 334,
"linear_algebra": 334,
"vectors": 334,
"complex_numbers": 334,
"mechanics": 999,
"rotational_mechanics": 333,
"electricity": 333,
"electrostatics": 666,
"thermodynamics": 333,
"ray_optics": 333,
"oscillations": 333,
"stoichiometry": 333,
"physical_chemistry": 2331,
"organic_chemistry": 333,
"inorganic_chemistry": 333
},
"template_family_count": 30,
"checks": {
"exact_10000_rows": true,
"unique_ids": true,
"unique_questions": true,
"exactly_four_options": true,
"four_distinct_options": true,
"correct_answer_matches_value": true,
"four_option_explanations": true,
"nonempty_questions_and_solutions": true,
"90_5_5_split": true
},
"verification_scope": "The answer is produced by the explicit formula encoded in each generator template. Structural and answer-key alignment were checked; no independent subject-matter expert review was performed."
}