Comparison of Human and Machine Reliability Across Three Ratings

Michael J. Kleiman's dataset compares the reliability of human and machine ratings across three categories. The dataset is a 5.5 KB Excel file, last updated on April 21, 2026. It is shared under a CC-BY 4.0 license on the figshare platform.

Use Cases

• Benchmarking machine rating consistency against human raters based on the comparative reliability analysis.
• Analyzing agreement patterns across three distinct rating categories as described.
• Evaluating the potential for automating subjective scoring tasks based on the reliability comparison.

Strengths

• Dataset is openly licensed under CC-BY 4.0.
• File size is 5.5 KB, indicating a focused and manageable scope.

Limitations

• Row count is unknown, which may limit suitability assessment.
• Column-level documentation is absent; field semantics must be inferred after download.
• Description metadata is limited; actual data quality requires manual inspection after download.

Provenance

Source

Michael J. Kleiman via figshare.

Collection Method

Likely contains manually or programmatically collected ratings for comparison.

Time Range

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Freshness

Last updated 2026-04 21 17:39:55; freshness should be verified.

Geography

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