-- Macro: Parse an Ofsted ungraded (Section 8) inspection outcome into a grade. -- -- Ungraded inspections do not assign a fresh grade; the outcome is free text -- describing whether the school kept its previous judgement, e.g. -- "School remains Good", "School remains Good (Concerns) - S5 Next", -- "School remains Outstanding", "School remains Outstanding (Concerns) - S5 Next". -- These are the only Good/Outstanding signal we can recover, so we match on the -- "remains " phrase (tolerant of any trailing qualifier). -- -- Outcomes that don't establish a Good/Outstanding status — "Standards -- maintained", "Improved significantly", "Some aspects not as strong" — map to -- null. Grades align with parse_ofsted_grade (1 = Outstanding, 2 = Good). {% macro parse_ungraded_outcome(column) %} case when {{ column }} ilike '%remains Outstanding%' then 1 when {{ column }} ilike '%remains Good%' then 2 else null end {% endmacro %}