The Scottish Premiership is Scotland's top football league — a 12-team competition dominated by the Old Firm (Celtic and Rangers) who have won every Scottish title since Aberdeen broke their dominance in the 1980s. For AI prediction, the Scottish Premiership presents the same structural challenge as Ligue 1 with PSG: two clubs with enormous quality gaps over the rest. Outside Old Firm fixtures, the league has significant prediction opportunities in the mid-table and relegation-playoff zone where bookmaker pricing is less refined.
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