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Mitchell and colleagues: model cards for model reporting

Proposed model cards as a structured reporting framework for intended use, limitations, evaluation context and disaggregated performance, illustrated with two model-card examples.

What is recorded here?

Proposed model cards as a structured reporting framework for intended use, limitations, evaluation context and disaggregated performance, illustrated with two model-card examples.

Source-linked catalogue note. A detailed explanatory guide has not yet been prepared for this entry.

Scientific scope

The record is the exact nine-author FAT* 2019 paper. It does not treat reporting as proof of model safety, absorb datasheets or later governance standards, or claim that every implementation follows the proposal.

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People and systems

Margaret Mitchell; Simone Wu; Andrew Zaldivar; Parker Barnes; Lucy Vasserman; Ben Hutchinson; Elena Spitzer; Inioluwa Deborah Raji; Timnit Gebru

The named authors contributed to this scoped work; individual effort shares and later applications are not assigned by the byline.

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English catalogue narrative

Mitchell and colleagues: model cards for model reporting

Proposed model cards as a structured reporting framework for intended use, limitations, evaluation context and disaggregated performance, illustrated with two model-card examples.

Scientific scope

The record is the exact nine-author FAT* 2019 paper. It does not treat reporting as proof of model safety, absorb datasheets or later governance standards, or claim that every implementation follows the proposal.

Reading status

This is a source-linked WRS catalogue note. A full explanatory guide and independent scientific reconstruction have not been completed for this entry. Read the identified original work for its complete narrative and arguments.

People and systems

Margaret Mitchell; Simone Wu; Andrew Zaldivar; Parker Barnes; Lucy Vasserman; Ben Hutchinson; Elena Spitzer; Inioluwa Deborah Raji; Timnit Gebru

The named authors contributed to this scoped work; individual effort shares and later applications are not assigned by the byline.

Original sources