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-compare-devices-by-composition-etl-htl-and-back-contact-material-filter-devices-by-fabrication-atmosphere-and-annealing-conditions-identify-devices-with-stabilized-performance-measurements-compare-stability-under-different-temperatures-illumination-conditions-and-humidity-levels-find-flexible-devices-and-compare-performance-before-and-after-bending-find-semitransparent-devices-with-reported-average-visible-transmittance-compare-indoor-jv-measurements-with-outdoor-exposure-results-where-the-measurement-context-permits-clearly-distinguish-observed-values-values-calculated-from-raw-data-and-values-reported-by-the-publication-do-not-treat-missing-values-as-zero-in-statistical-analyses-report-sample-sizes-and-excluded-observations-for-every-analysis-8-scientific-integrity-and-traceability-every-scientific-measurement-must-be-linked-to-its-source-publication-or-laboratory-dataset-the-relevant-device-sample-or-module-measurement-date-or-reported-measurement-context-when-available-test-conditions-and-units-original-reported-value-any-recalculated-value-and-calculation-method-the-person-or-process-that-entered-or-modified-the-record-the-raw-data-file-or-source-location-when-available-maintain-an-audit-trail-of-record-creation-updates-imports-and-deletions-never-invent-missing-values-infer-unreported-experimental-conditions-as-facts-or-overwrite-original-publication-values-with-derived-values-9-security-and-administration-provide-authentication-and-role-based-access-control-administrator-editor-and-read-only-researcher-roles-record-ownership-and-change-history-database-backups-and-recovery-procedures-secure-file-upload-and-access-controlled-raw-data-storage-input-validation-and-protection-against-sql-injection-configurable-permissions-for-public-and-private-datasets-10-deliverables-generate-1-the-complete-database-schema-and-relationships-2-sql-table-definitions-and-indexes-3-a-complete-field-level-data-dictionary-4-the-responsive-website-interface-5-backend-crud-operations-and-validation-logic-6-excelcsv-import-and-export-tools-7-search-filtering-and-visualization-features-8-sample-test-records-based-on-the-supplied-example-rows-9-database-migration-and-backup-instructions-10-documentation-describing-how-to-extend-the-schema-when-new-experimental-fields-are-introduced-prioritize-scientific-data-integrity-reproducibility-complete-field-coverage-and-compatibility-with-the-original-spreadsheet-before-implementation-verify-that-every-supplied-column-header-is-mapped-to-either-a-database-field-or-a-documented-structured-child-table-representation-do-not-silently-discard-any-field-6adc1dc9f12fac2a50294eea</loc>
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