```json { "action": "tool_call", "reasoning": "The evidence shows that when Fighter A has more experience, they win 85% of the time, but when Fighter B has more experience, they only win 14.3% of the time (vs A's 78.3%). This is highly counterintuitive - it suggests being the 'B' fighter (likely the challenger/away fighter) carries such a massive disadvantage that even MORE experience doesn't overcome it. I need to verify this pattern holds across physical attributes too, and check if there's a systematic 'home advantage' or 'A position advantage' effect.", "tool": "query_sql", "args": { "sql": "SELECT CASE WHEN height_A > height_B THEN 'A_taller' WHEN height_B > height_A THEN 'B_taller' ELSE 'equal_height' END as height_advantage, COUNT(*) as total_matches, SUM(CASE WHEN result = 'win_A' THEN 1 ELSE 0 END) as a_wins, SUM(CASE WHEN result = 'win_B' THEN 1 ELSE 0 END) as b_wins, SUM(CASE WHEN result = 'draw' THEN 1 ELSE 0 END) as draws, ROUND(100.0 * SUM(CASE WHEN result = 'win_A' THEN 1 ELSE 0 END) / COUNT(*), 2) as a_win_pct, ROUND(100.0 * SUM(CASE WHEN result = 'win_B' THEN 1 ELSE 0 END) / COUNT(*), 2) as b_win_pct FROM raw.boxing_matches WHERE height_A IS NOT NULL AND height_B IS NOT NULL GROUP BY height_advantage ORDER BY height_advantage", "purpose": "Check if physical advantages (height) show the same counterintuitive pattern - does being Fighter B negate even clear physical advantages?", "source": "raw" } } ```