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Note: analyses may contribute de-identified data to aggregate remodeling-risk research.","inputSchema":{"properties":{"bid_text":{"description":"The full text of the contractor's bid/estimate (line items, terms, scope).","type":"string"},"bid_total":{"description":"The total dollar amount of the bid, if known.","type":"number"},"finish_tier":{"description":"Quality tier of finishes specified in the bid.","enum":["builder_grade","mid","semi_custom","custom","luxury"],"type":"string"},"scope_depth":{"description":"Depth of work: cosmetic (paint/fixtures only), pull_and_replace (replace but not reconfigure), full_gut (down to studs), addition (new square footage).","enum":["cosmetic","pull_and_replace","full_gut","addition"],"type":"string"},"square_footage":{"description":"Project area in square feet, if known (e.g. 200 for a bathroom, 400 for a kitchen).","type":"number"},"state_code":{"description":"Two-letter US state code (e.g. 'TX', 'GA') for localized labor/legal context. 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