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"relativeDensity": 0.00120386 }, { "coefficient": 14.038779, "relativeDensity": 0.0009407 }, { "coefficient": 14.362516, "relativeDensity": 0.0007318 }, { "coefficient": 14.686252, "relativeDensity": 0.00056677 }, { "coefficient": 15.009989, "relativeDensity": 0.00043701 }, { "coefficient": 15.333726, "relativeDensity": 0.00033546 } ] } ] }, "failureBoundaries": [ { "claim": "Present estate differences", "status": "observed-derived", "evidence": "Twenty estate-level 2021 estimates", "boundary": "Describes a cross-section; it does not reveal how any estate changed." }, { "claim": "Planning-wave association", "status": "modeled", "evidence": "Corrected four-wave OLS with HC3 intervals", "boundary": "Both baseline intervals cross zero; influence and specification sensitivity are material." }, { "claim": "Ageing in place", "status": "unavailable", "evidence": "No consistent estate panel or migration histories", "boundary": "Resident age cannot identify retention, selective migration, mortality, or household replacement." }, { "claim": "Walkable daily access", "status": "proxy", "evidence": "Straight-line proximity from populated cell centroids", "boundary": "No network, barriers, crossings, slope, capacity, opening hours, or affordability." }, { "claim": "Quality of green and homes", "status": "unavailable", "evidence": "Mapped land cover and morphology proxies", "boundary": "No canopy, public access, building condition, lift, dwelling-quality, or barrier-free audit." }, { "claim": "Full raw-data reproduction", "status": "unavailable", "evidence": "Reviewed derived tables and upstream analysis code", "boundary": "The supplied ZIP omits the raw GIS and statistical inputs." } ], "methods": { "population": "The upstream package preserves 1 km age totals, allocates them within each cell using 125 m population weights, and splits boundary-crossing cells by exact area.", "proximity": "The daily basket requires bus within 400 m, grocery and pharmacy within 600 m, and doctor, clinic, or hospital within 800 m; all distances are Euclidean.", "model": "Both percentage outcomes are regressed on a corrected four-level planning-wave index, density, mapped green per resident, functional-mix entropy, and senior bus proximity. Predictors are standardised within each sample; intervals use HC3 standard errors.", "sensitivity": "Five predeclared control sets are crossed with four samples. The baseline is also re-estimated twenty times, omitting one estate at a time.", "provenance": "The reviewed package contains derived figure tables, analysis code, methodology, and source notes, but not the raw GIS and statistical inputs required to rerun the upstream geospatial allocation." }, "diagnostics": { "trackedInputs": 8, "sourcePackageSha256": "758fd085fb40595216bc6fc3c1f8919ad4d1638160e5c425efa1e9978be764d4", "estateCount": 20, "waveCounts": [ 2, 4, 2, 12 ], "adjacencyPairs": 41, "serviceCells": 180, "specificationCount": 40, "leaveOneOutCount": 40 } }