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Class Description Example Factors
Alignment How the content relates to query and context query_token_match, intent_match, recency_signal
Substance Facts, entities, and propositions contained named_entities, numeric_quantification, comparative_proposition
Architecture Form, structural positioning, and formatting lead_positioning, list_format, heading_choice
Style Tone, register, voice, and stance register_tier, stance_strength, voice_perspective
Framing Content angle independent of query comparative_frame, how_to_frame, buyers_guide_frame
Proof Authority, credentials, and evidence expert_endorsement, institutional_citation, statistical_backing
Other Miscellaneous mechanisms Unclassified or emerging factors
  1. 1 How does the classifier assign claims to categories? (recommended)
  2. 2 How does the Custodian mint new factors?
  3. 3 How does the acquisition policy use factor diversity?

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