Team                   Seed   Model%         90% CI Kalshi%   Poly%  Sharp% |   R64   R32   S16    E8    F4 Title | K-Diff P-Diff S-Diff | Signal
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  1 Duke                      1   22.73%     22.1-23.4%   24.0%   22.0%   19.5% |  100%   96%   86%   72%   54% 36.3% |   +1.3   -0.7   -3.2 | 
  2 Arizona                   1   17.49%     16.9-18.1%   14.0%   10.6%   14.4% |  100%   97%   84%   69%   49% 30.1% |   -3.5   -6.9   -3.1 | MODEL HIGHER
  3 Michigan                  1   16.33%     15.7-16.9%   19.0%   18.0%   19.5% |  100%   96%   84%   67%   47% 28.6% |   +2.7   +1.7   +3.2 | MARKETS HIGHER
  4 Florida                   1   10.61%     10.1-11.1%   16.0%   12.9%   10.4% |  100%   95%   80%   59%   38% 20.8% |   +5.4   +2.3   -0.2 | MARKETS HIGHER
  5 Houston                   2    8.72%       8.3-9.2%    7.0%    8.0%    6.6% |  100%   95%   82%   60%   31% 17.0% |   -1.7   -0.7   -2.1 | 
  6 Illinois                  2    6.32%       5.9-6.7%    5.0%    4.3%    4.6% |  100%   95%   78%   55%   27% 13.6% |   -1.3   -2.0   -1.7 | 
  7 Connecticut               2    4.46%       4.1-4.8%    6.0%    6.2%    5.1% |  100%   94%   77%   52%   24% 10.7% |   +1.5   +1.7   +0.7 | 
  8 Michigan St               2    2.22%       2.0-2.5%    2.0%    2.1%    1.9% |  100%   94%   70%   43%   17%  6.6% |   -0.2   -0.1   -0.3 | ALIGNED
  9 Iowa St                   3    1.95%       1.7-2.2%    4.0%    2.9%    3.7% |  100%   91%   64%   33%   13%  5.3% |   +2.1   +1.0   +1.8 | 
 10 Purdue                    3    1.77%       1.6-2.0%    3.0%    3.1%    2.6% |  100%   92%   66%   35%   14%  5.3% |   +1.2   +1.3   +0.8 | 
 11 Gonzaga                   4    1.76%       1.6-2.0%    2.0%    2.0%    1.8% |   80%   71%   49%   17%   10%  4.5% |   +0.2   +0.2   +0.1 | ALIGNED
 12 Kansas                    4    0.67%     0.54-0.81%    3.0%    1.7%    1.9% |   80%   71%   44%   12%    6%  2.0% |   +2.3   +1.0   +1.2 | 
 13 Alabama                   4    0.64%     0.51-0.78%    1.0%    0.8%    1.4% |   80%   70%   43%   12%    6%  2.0% |   +0.4   +0.2   +0.8 | 
 14 Virginia                  3    0.56%     0.44-0.69%    1.0%    1.2%    1.0% |  100%   94%   56%   23%    7%  1.9% |   +0.4   +0.6   +0.4 | 
 15 Nebraska                  4    0.54%     0.42-0.66%    2.0%    1.0%    1.1% |   79%   69%   38%   11%    5%  1.6% |   +1.5   +0.5   +0.5 | 
 16 Texas Tech                4    0.43%     0.32-0.54%    1.0%    1.8%    0.8% |   80%   72%   42%   11%    5%  1.5% |   +0.6   +1.4   +0.4 | 
 17 St John's                 5    0.42%     0.32-0.53%    2.0%    1.0%    1.4% |  100%   82%   41%   11%    5%  1.6% |   +1.6   +0.6   +1.0 | 
 18 Tennessee                 5    0.41%     0.31-0.52%    1.0%    0.6%    1.3% |  100%   84%   43%   11%    5%  1.5% |   +0.6   +0.2   +0.9 | 
 19 Louisville                6    0.36%     0.26-0.46%    1.0%    0.5%    1.0% |   80%   60%   37%   15%    4%  1.5% |   +0.6   +0.1   +0.6 | 
 20 Vanderbilt                5    0.27%     0.19-0.36%    2.0%    0.5%    0.9% |  100%   85%   40%   11%    4%  1.1% |   +1.7   +0.2   +0.6 | 
 21 Arkansas                  5    0.25%     0.17-0.34%    2.0%    1.0%    1.5% |  100%   81%   38%   10%    4%  1.1% |   +1.8   +0.8   +1.3 | 
 22 BYU                       6    0.15%     0.09-0.22%    1.0%    0.3%    0.5% |   80%   53%   27%    9%    2%  0.6% |   +0.9   +0.1   +0.4 | 
 23 Villanova                 6    0.14%     0.08-0.20%    1.0%    --      0.3% |   80%   48%   23%    7%    2%  0.4% |   +0.9     --   +0.2 | 
 24 Wisconsin                 6    0.10%     0.05-0.15%    1.0%    --      0.8% |   80%   52%   28%    9%    2%  0.5% |   +0.9     --   +0.7 | 
 25 St Mary's CA              8    0.10%     0.05-0.15%    1.0%    --      0.4% |   67%   52%   10%    4%    1%  0.4% |   +0.9     --   +0.3 | 
 26 Kentucky                  7    0.08%     0.04-0.13%    1.0%    0.4%    1.0% |  100%   62%   18%    9%    2%  0.4% |   +0.9   +0.3   +0.9 | 
 27 Auburn                   11    0.07%     0.03-0.12%    1.0%    0.2%    0.2% |   57%   29%   15%    6%    1%  0.3% |   +0.9   +0.1   +0.1 | 
 28 Georgia                   8    0.06%     0.02-0.10%    --      --      0.3% |   67%   50%    9%    3%    1%  0.2% |     --     --   +0.2 | 
 29 Utah St                   8    0.05%     0.02-0.09%    --      --      0.3% |   67%   51%    9%    3%    1%  0.3% |     --     --   +0.3 | 
 30 North Carolina            6    0.05%     0.02-0.09%    1.0%    1.7%    0.7% |   80%   50%   24%    7%    2%  0.4% |   +0.9   +1.7   +0.7 | 
 31 St Louis                  8    0.05%     0.02-0.09%    1.0%    0.5%    0.5% |   66%   52%    8%    3%    1%  0.2% |   +0.9   +0.5   +0.5 | 
 32 Ohio St                  10    0.05%     0.02-0.09%    1.0%    --      0.2% |   57%   48%   11%    4%    1%  0.2% |   +0.9     --   +0.2 | 
 33 Texas                    10    0.03%     0.01-0.06%    1.0%    --      0.4% |   57%   48%   11%    4%    1%  0.1% |   +1.0     --   +0.4 | 
 34 Santa Clara              11    0.02%     0.00-0.04%    1.0%    --      0.2% |   57%   22%   11%    3%    1%  0.1% |   +1.0     --   +0.2 | 
 35 UCLA                      9    0.02%     0.00-0.05%    1.0%    0.2%    0.4% |  100%   50%    8%    3%    1%  0.2% |   +1.0   +0.2   +0.4 | 
 36 Iowa                      9    0.02%     0.00-0.05%    1.0%    --      0.5% |  100%   47%    7%    2%    1%  0.1% |   +1.0     --   +0.5 | 
 37 Missouri                 10    0.02%     0.00-0.05%    1.0%    --      0.4% |   58%   48%    9%    3%    0%  0.1% |   +1.0     --   +0.4 | 
 38 TCU                      10    0.02%     0.00-0.05%    --      --      0.2% |   57%   48%    9%    3%    0%  0.0% |     --     --   +0.2 | 
 39 VCU                      11    0.02%     0.00-0.05%    1.0%    --      0.2% |   57%   20%    9%    2%    0%  0.1% |   +1.0     --   +0.2 | 
 40 NC State                  8    0.01%     0.00-0.03%    1.0%    0.6%    0.4% |   68%   48%    7%    2%    1%  0.1% |   +1.0   +0.6   +0.4 | 
 41 Texas A&M                10    0.01%     0.00-0.03%    1.0%    --      0.4% |   57%   49%   11%    4%    1%  0.1% |   +1.0     --   +0.4 | 
 42 South Florida            12    0.01%     0.00-0.03%    --      --      0.1% |   66%   16%    5%    1%    0%  0.0% |     --     --   +0.1 | 
 43 Akron                    12    0.01%     0.00-0.03%    --      --      0.2% |   66%   14%    3%    0%    0%  0.0% |     --     --   +0.2 | 
 44 Indiana                  11    0.00%     0.00-0.00%    1.0%    --      0.2% |   58%   23%    9%    2%    0%  0.0% |   +1.0     --   +0.2 | 
 45 San Diego St             11    0.00%     0.00-0.00%    1.0%    --      0.2% |   57%   17%    7%    1%    0%  0.0% |   +1.0     --   +0.2 | 
 46 SMU                      10    0.00%     0.00-0.00%    1.0%    --      0.3% |   58%   48%   10%    3%    1%  0.1% |   +1.0     --   +0.3 | 
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Model: 60% LightGBM + 40% KenPom LR  |  LOSO Log-Loss: 0.53845  |  10,000 bracket sims
Features: 44 LGB + 5 LR
Data ages: KenPom: Mar 08 03:00 CET | BPI: Mar 08 03:04 CET | Odds: Mar 08 03:04 CET | Injuries: Mar 08 03:04 CET | Kaggle: Mar 08 01:06 CET

Value picks (model > market):
  ▲ Duke: model 22.7% vs sharp 19.5% (+3.2%)
  ▲ Arizona: model 17.5% vs sharp 14.4% (+3.1%)
  ▲ Houston: model 8.7% vs sharp 6.6% (+2.1%)
  ▲ Illinois: model 6.3% vs sharp 4.6% (+1.7%)