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  "Title": "Auditing and Exploring Dielectric Measurements of Water",
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  "Description": "Imports, audits, compares and visualises dielectric\nmeasurements of water under fuel contamination and ageing.\nProvides descriptive summaries, frequency-response comparisons,\nconfidence intervals based on physical-unit means, and training\nand testing splits that keep observations from the same\nexperimental unit together. Experimental-unit safeguards\naddress pseudoreplication concerns discussed by Hurlbert (1984)\n<doi:10.2307/1942661>. Grouped splitting is consistent with the\nstructured-data validation principles discussed by Roberts et\nal. (2017) <doi:10.1111/ecog.02881>. Student t confidence\nintervals use the standard mean-interval formula described in\nthe NIST/SEMATECH e-Handbook of Statistical Methods\n<https://www.itl.nist.gov/div898/handbook/eda/section3/eda352.htm>.\nExperimental-unit identifiers are supplied by the user and are\nnot inferred from material labels. This research prototype does\nnot provide validated contaminant prediction or causal\ninference.",
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      "topics": [
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