Buckets:
Master Factorial Contributions
optimisation/claude-opus-4.6_optimization_all_abms_chain/06_quantitative_smoke_latest
| Reference family | Feature | BLEU | METEOR | R-1 | R-2 | R-L | Reading ease |
|---|---|---|---|---|---|---|---|
| author | Example | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| author | Evidence | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| author | Evidence_AND_Example | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| author | Evidence_AND_Insights | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| author | Evidence_AND_Role | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| author | Insights | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| author | Insights_AND_Example | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| author | Role | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| author | Role_AND_Example | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| author | Role_AND_Insights | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| author | Summarizer | 100.00 | 100.00 | 100.00 | 100.00 | 100.00 | 100.00 |
| author | Summarizer_AND_Example | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| author | Summarizer_AND_Evidence | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| author | Summarizer_AND_Insights | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| author | Summarizer_AND_Role | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| gpt5.2_short | Example | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| gpt5.2_short | Evidence | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| gpt5.2_short | Evidence_AND_Example | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| gpt5.2_short | Evidence_AND_Insights | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| gpt5.2_short | Evidence_AND_Role | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| gpt5.2_short | Insights | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| gpt5.2_short | Insights_AND_Example | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| gpt5.2_short | Role | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| gpt5.2_short | Role_AND_Example | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| gpt5.2_short | Role_AND_Insights | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| gpt5.2_short | Summarizer | 100.00 | 100.00 | 100.00 | 100.00 | 100.00 | 100.00 |
| gpt5.2_short | Summarizer_AND_Example | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| gpt5.2_short | Summarizer_AND_Evidence | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| gpt5.2_short | Summarizer_AND_Insights | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| gpt5.2_short | Summarizer_AND_Role | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| modeler | Example | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| modeler | Evidence | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| modeler | Evidence_AND_Example | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| modeler | Evidence_AND_Insights | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| modeler | Evidence_AND_Role | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| modeler | Insights | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| modeler | Insights_AND_Example | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| modeler | Role | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| modeler | Role_AND_Example | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| modeler | Role_AND_Insights | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| modeler | Summarizer | 100.00 | 100.00 | 100.00 | 100.00 | 100.00 | 100.00 |
| modeler | Summarizer_AND_Example | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| modeler | Summarizer_AND_Evidence | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| modeler | Summarizer_AND_Insights | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| modeler | Summarizer_AND_Role | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
optimisation/gemini-3.1-pro-preview_optimization_all_abms_chain/06_quantitative_smoke_latest
| Reference family | Feature | BLEU | METEOR | R-1 | R-2 | R-L | Reading ease |
|---|---|---|---|---|---|---|---|
| author | Example | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| author | Evidence | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| author | Evidence_AND_Example | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| author | Evidence_AND_Insights | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| author | Evidence_AND_Role | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| author | Insights | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| author | Insights_AND_Example | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| author | Role | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| author | Role_AND_Example | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| author | Role_AND_Insights | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| author | Summarizer | 100.00 | 100.00 | 100.00 | 100.00 | 100.00 | 100.00 |
| author | Summarizer_AND_Example | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| author | Summarizer_AND_Evidence | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| author | Summarizer_AND_Insights | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| author | Summarizer_AND_Role | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| gpt5.2_short | Example | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| gpt5.2_short | Evidence | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| gpt5.2_short | Evidence_AND_Example | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| gpt5.2_short | Evidence_AND_Insights | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| gpt5.2_short | Evidence_AND_Role | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| gpt5.2_short | Insights | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| gpt5.2_short | Insights_AND_Example | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| gpt5.2_short | Role | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| gpt5.2_short | Role_AND_Example | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| gpt5.2_short | Role_AND_Insights | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| gpt5.2_short | Summarizer | 100.00 | 100.00 | 100.00 | 100.00 | 100.00 | 100.00 |
| gpt5.2_short | Summarizer_AND_Example | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| gpt5.2_short | Summarizer_AND_Evidence | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| gpt5.2_short | Summarizer_AND_Insights | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| gpt5.2_short | Summarizer_AND_Role | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| modeler | Example | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| modeler | Evidence | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| modeler | Evidence_AND_Example | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| modeler | Evidence_AND_Insights | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| modeler | Evidence_AND_Role | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| modeler | Insights | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| modeler | Insights_AND_Example | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| modeler | Role | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| modeler | Role_AND_Example | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| modeler | Role_AND_Insights | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| modeler | Summarizer | 100.00 | 100.00 | 100.00 | 100.00 | 100.00 | 100.00 |
| modeler | Summarizer_AND_Example | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| modeler | Summarizer_AND_Evidence | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| modeler | Summarizer_AND_Insights | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| modeler | Summarizer_AND_Role | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
screening/eval_qwen_kimi
| Reference family | Feature | BLEU | METEOR | R-1 | R-2 | R-L | Reading ease |
|---|---|---|---|---|---|---|---|
| author | Example | 0.05 | 0.07 | 0.23 | 0.07 | <0.01 | 0.33 |
| author | Evidence | 0.50 | 0.01 | 1.24 | 1.42 | 0.53 | 0.33 |
| author | Evidence_AND_Example | 0.90 | 0.08 | 1.50 | 1.62 | 0.62 | 0.68 |
| author | Evidence_AND_Insights | 0.52 | 0.02 | 1.73 | 1.92 | 1.32 | 0.93 |
| author | Evidence_AND_Role | 3.57 | 0.16 | 2.77 | 4.15 | 3.11 | 0.37 |
| author | Insights | 0.01 | <0.01 | 0.50 | 0.48 | 0.78 | 0.42 |
| author | Insights_AND_Example | 0.07 | 0.08 | 0.73 | 0.55 | 0.79 | 0.80 |
| author | Role | 2.88 | 0.12 | 1.31 | 2.61 | 2.53 | <0.01 |
| author | Role_AND_Example | 2.94 | 0.19 | 1.54 | 2.68 | 2.54 | 0.33 |
| author | Role_AND_Insights | 2.89 | 0.13 | 1.83 | 3.09 | 3.30 | 0.43 |
| author | Summarizer | 9.17 | 15.43 | 7.66 | 7.75 | 7.92 | 4.44 |
| author | Summarizer_AND_Example | 9.88 | 15.52 | 8.48 | 8.14 | 8.41 | 5.18 |
| author | Summarizer_AND_Evidence | 10.98 | 15.55 | 11.60 | 9.51 | 8.91 | 4.86 |
| author | Summarizer_AND_Insights | 9.56 | 15.51 | 9.43 | 8.36 | 8.92 | 4.90 |
| author | Summarizer_AND_Role | 12.20 | 15.65 | 9.23 | 10.88 | 10.73 | 4.55 |
| author | Evidence_AND_LLM | 1.09 | 0.75 | 1.78 | 5.15 | 4.36 | 11.16 |
| author | Example_AND_LLM | 0.63 | 0.81 | 0.82 | 3.67 | 3.85 | 11.13 |
| author | Insights_AND_LLM | 0.59 | 0.72 | 1.19 | 4.13 | 4.66 | 11.23 |
| author | LLM | 0.58 | 0.71 | 0.48 | 3.59 | 3.82 | 10.80 |
| author | LLM_AND_Role | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| author | LLM_AND_Summarizer | 26.14 | 17.60 | 34.10 | 14.00 | 16.55 | 16.24 |
| author | Role_AND_LLM | 4.87 | 0.90 | 1.84 | 6.24 | 6.34 | 10.88 |
| gpt5.2_long | Example | <0.01 | 1.79 | 0.07 | 0.02 | <0.01 | 0.51 |
| gpt5.2_long | Evidence | 3.19 | 1.72 | 8.75 | 9.96 | 4.45 | 0.55 |
| gpt5.2_long | Evidence_AND_Example | 3.23 | 3.73 | 8.95 | 10.19 | 4.56 | 1.11 |
| gpt5.2_long | Evidence_AND_Insights | 3.62 | 1.94 | 10.56 | 11.06 | 5.22 | 1.70 |
| gpt5.2_long | Evidence_AND_Role | 4.84 | 2.29 | 9.67 | 14.52 | 6.54 | 0.56 |
| gpt5.2_long | Insights | 0.44 | 0.21 | 1.76 | 0.99 | 0.75 | 1.13 |
| gpt5.2_long | Insights_AND_Example | 0.44 | 2.05 | 1.85 | 1.01 | 0.76 | 1.67 |
| gpt5.2_long | Role | 1.65 | 0.56 | 0.91 | 4.55 | 2.08 | <0.01 |
| gpt5.2_long | Role_AND_Example | 1.69 | 2.37 | 1.00 | 4.58 | 2.09 | 0.51 |
| gpt5.2_long | Role_AND_Insights | 2.10 | 0.77 | 2.68 | 5.55 | 2.84 | 1.13 |
| gpt5.2_long | Summarizer | — | — | — | — | — | — |
| gpt5.2_long | Summarizer_AND_Example | — | — | — | — | — | — |
| gpt5.2_long | Summarizer_AND_Evidence | — | — | — | — | — | — |
| gpt5.2_long | Summarizer_AND_Insights | — | — | — | — | — | — |
| gpt5.2_long | Summarizer_AND_Role | — | — | — | — | — | — |
| gpt5.2_long | Evidence_AND_LLM | 18.01 | 17.82 | 17.10 | 14.25 | 16.95 | 18.31 |
| gpt5.2_long | Example_AND_LLM | 14.63 | 18.10 | 8.32 | 4.30 | 12.34 | 18.32 |
| gpt5.2_long | Insights_AND_LLM | 15.35 | 15.51 | 10.63 | 5.54 | 13.14 | 18.85 |
| gpt5.2_long | LLM | 14.58 | 15.19 | 8.25 | 4.27 | 12.27 | 17.71 |
| gpt5.2_long | LLM_AND_Role | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| gpt5.2_long | Role_AND_LLM | 16.23 | 15.95 | 9.51 | 9.19 | 16.01 | 17.94 |
| gpt5.2_short | Example | <0.01 | 0.05 | 0.17 | 0.01 | 0.08 | 0.33 |
| gpt5.2_short | Evidence | 0.02 | 0.01 | 0.34 | 1.39 | 1.61 | 0.33 |
| gpt5.2_short | Evidence_AND_Example | 0.12 | 0.06 | 0.52 | 1.53 | 1.78 | 0.68 |
| gpt5.2_short | Evidence_AND_Insights | 0.05 | 0.06 | 0.35 | 1.58 | 2.21 | 0.93 |
| gpt5.2_short | Evidence_AND_Role | 0.69 | 0.04 | 0.92 | 4.57 | 4.33 | 0.37 |
| gpt5.2_short | Insights | 0.02 | 0.05 | <0.01 | 0.16 | 0.58 | 0.42 |
| gpt5.2_short | Insights_AND_Example | 0.03 | 0.10 | 0.17 | 0.18 | 0.68 | 0.80 |
| gpt5.2_short | Role | 0.58 | 0.02 | 0.53 | 3.12 | 2.69 | <0.01 |
| gpt5.2_short | Role_AND_Example | 0.59 | 0.07 | 0.70 | 3.13 | 2.78 | 0.33 |
| gpt5.2_short | Role_AND_Insights | 0.60 | 0.07 | 0.54 | 3.29 | 3.27 | 0.43 |
| gpt5.2_short | Summarizer | 10.05 | 14.90 | 12.87 | 11.10 | 8.59 | 4.44 |
| gpt5.2_short | Summarizer_AND_Example | 10.49 | 14.95 | 13.11 | 11.21 | 9.01 | 5.18 |
| gpt5.2_short | Summarizer_AND_Evidence | 11.61 | 14.95 | 13.96 | 12.74 | 10.97 | 4.86 |
| gpt5.2_short | Summarizer_AND_Insights | 10.76 | 15.00 | 13.53 | 11.47 | 9.67 | 4.90 |
| gpt5.2_short | Summarizer_AND_Role | 13.08 | 14.94 | 13.46 | 14.60 | 11.77 | 4.55 |
| gpt5.2_short | Evidence_AND_LLM | 2.42 | 1.55 | 1.38 | 1.77 | 2.60 | 11.16 |
| gpt5.2_short | Example_AND_LLM | 2.30 | 1.59 | 1.31 | 0.36 | 1.05 | 11.13 |
| gpt5.2_short | Insights_AND_LLM | 2.31 | 1.56 | 0.96 | 0.54 | 1.59 | 11.23 |
| gpt5.2_short | LLM | 2.29 | 1.50 | 0.96 | 0.32 | 0.95 | 10.80 |
| gpt5.2_short | LLM_AND_Role | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| gpt5.2_short | LLM_AND_Summarizer | 28.25 | 16.96 | 22.69 | 13.49 | 20.14 | 16.24 |
| gpt5.2_short | Role_AND_LLM | 3.72 | 1.58 | 1.51 | 3.45 | 3.66 | 10.88 |
| modeler | Example | <0.01 | 0.02 | 0.03 | 0.02 | <0.01 | 0.33 |
| modeler | Evidence | 0.26 | 0.03 | 0.10 | 2.27 | 0.88 | 0.33 |
| modeler | Evidence_AND_Example | 0.26 | 0.06 | 0.13 | 2.34 | 0.96 | 0.68 |
| modeler | Evidence_AND_Insights | 0.26 | 0.04 | 0.16 | 3.07 | 2.30 | 0.93 |
| modeler | Evidence_AND_Role | 3.31 | 0.04 | 0.27 | 5.78 | 2.67 | 0.37 |
| modeler | Insights | <0.01 | <0.01 | 0.06 | 0.78 | 1.40 | 0.42 |
| modeler | Insights_AND_Example | 0.07 | 0.04 | 0.11 | 0.88 | 1.53 | 0.80 |
| modeler | Role | 2.91 | <0.01 | 0.15 | 3.44 | 1.70 | <0.01 |
| modeler | Role_AND_Example | 2.91 | 0.02 | 0.18 | 3.46 | 1.76 | 0.33 |
| modeler | Role_AND_Insights | 2.91 | <0.01 | 0.21 | 4.26 | 3.11 | 0.43 |
| modeler | Summarizer | 10.29 | 15.16 | 14.43 | 9.50 | 9.73 | 4.44 |
| modeler | Summarizer_AND_Example | 10.60 | 15.19 | 14.56 | 9.77 | 10.36 | 5.18 |
| modeler | Summarizer_AND_Evidence | 11.76 | 15.21 | 14.88 | 12.23 | 11.67 | 4.86 |
| modeler | Summarizer_AND_Insights | 11.04 | 15.20 | 14.89 | 10.59 | 11.93 | 4.90 |
| modeler | Summarizer_AND_Role | 13.64 | 15.17 | 14.63 | 13.15 | 12.00 | 4.55 |
| modeler | Evidence_AND_LLM | 1.90 | 1.42 | 1.01 | 2.41 | 1.29 | 11.16 |
| modeler | Example_AND_LLM | 1.37 | 1.39 | 0.92 | 0.04 | 0.25 | 11.13 |
| modeler | Insights_AND_LLM | 1.40 | 1.37 | 0.89 | 0.81 | 1.65 | 11.23 |
| modeler | LLM | 1.34 | 1.34 | 0.83 | 0.02 | 0.24 | 10.80 |
| modeler | LLM_AND_Role | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 |
| modeler | LLM_AND_Summarizer | 19.47 | 16.88 | 20.56 | 11.73 | 22.58 | 16.24 |
| modeler | Role_AND_LLM | 4.29 | 1.38 | 1.02 | 3.46 | 1.98 | 10.88 |
screening/kimi-k2.5_all_abms_chain/06_quantitative_smoke_latest
| Reference family | Feature | BLEU | METEOR | R-1 | R-2 | R-L | Reading ease |
|---|---|---|---|---|---|---|---|
| author | Example | 0.03 | <0.01 | 0.02 | 0.07 | 0.05 | 0.67 |
| author | Evidence | 0.33 | 0.10 | 0.71 | 0.78 | 0.29 | 1.04 |
| author | Evidence_AND_Example | 0.66 | 0.14 | 0.85 | 1.08 | 0.42 | 1.75 |
| author | Evidence_AND_Insights | 0.46 | 0.16 | 1.74 | 1.86 | 1.31 | 2.71 |
| author | Evidence_AND_Role | 7.14 | 0.15 | 1.37 | 4.39 | 2.26 | 1.67 |
| author | Insights | 0.02 | 0.04 | 0.99 | 0.98 | 0.95 | 0.89 |
| author | Insights_AND_Example | 0.06 | 0.06 | 1.00 | 1.06 | 1.01 | 1.73 |
| author | Role | 6.80 | 0.01 | 0.64 | 3.59 | 1.95 | 0.09 |
| author | Role_AND_Example | 6.92 | 0.02 | 0.65 | 3.66 | 2.01 | 0.76 |
| author | Role_AND_Insights | 6.82 | 0.06 | 1.62 | 4.57 | 2.91 | 1.05 |
| author | Summarizer | 12.60 | 19.66 | 17.04 | 14.18 | 16.61 | 16.19 |
| author | Summarizer_AND_Example | 12.73 | 19.69 | 17.10 | 14.44 | 16.77 | 19.35 |
| author | Summarizer_AND_Evidence | 13.01 | 20.02 | 18.89 | 15.16 | 17.03 | 17.79 |
| author | Summarizer_AND_Insights | 12.96 | 19.94 | 19.56 | 15.34 | 17.77 | 17.18 |
| author | Summarizer_AND_Role | 19.45 | 19.94 | 17.82 | 18.84 | 18.66 | 17.12 |
| gpt5.2_long | Example | 0.34 | 0.37 | 0.15 | 0.06 | 0.07 | 1.81 |
| gpt5.2_long | Evidence | 8.77 | 23.97 | 13.40 | 12.15 | 6.54 | 5.76 |
| gpt5.2_long | Evidence_AND_Example | 9.49 | 24.48 | 13.74 | 12.35 | 6.70 | 7.86 |
| gpt5.2_long | Evidence_AND_Insights | 16.01 | 24.16 | 20.93 | 15.34 | 9.58 | 20.41 |
| gpt5.2_long | Evidence_AND_Role | 17.38 | 24.47 | 17.36 | 21.86 | 21.92 | 8.47 |
| gpt5.2_long | Insights | 7.00 | 0.06 | 7.41 | 3.00 | 2.98 | 14.63 |
| gpt5.2_long | Insights_AND_Example | 7.76 | 0.60 | 7.59 | 3.11 | 3.07 | 16.61 |
| gpt5.2_long | Role | 8.46 | 0.45 | 3.95 | 9.67 | 15.32 | 2.63 |
| gpt5.2_long | Role_AND_Example | 8.82 | 0.89 | 4.10 | 9.74 | 15.40 | 4.51 |
| gpt5.2_long | Role_AND_Insights | 15.97 | 0.54 | 11.37 | 12.71 | 18.42 | 17.29 |
| gpt5.2_long | Summarizer | — | — | — | — | — | — |
| gpt5.2_long | Summarizer_AND_Example | — | — | — | — | — | — |
| gpt5.2_long | Summarizer_AND_Evidence | — | — | — | — | — | — |
| gpt5.2_long | Summarizer_AND_Insights | — | — | — | — | — | — |
| gpt5.2_long | Summarizer_AND_Role | — | — | — | — | — | — |
| gpt5.2_short | Example | <0.01 | <0.01 | <0.01 | <0.01 | 0.03 | 0.67 |
| gpt5.2_short | Evidence | 0.22 | 0.07 | 1.95 | 1.76 | 1.65 | 1.04 |
| gpt5.2_short | Evidence_AND_Example | 0.41 | 0.07 | 2.11 | 1.81 | 1.81 | 1.75 |
| gpt5.2_short | Evidence_AND_Insights | 0.37 | 0.25 | 2.02 | 2.38 | 2.59 | 2.71 |
| gpt5.2_short | Evidence_AND_Role | 0.32 | 0.09 | 3.04 | 6.34 | 4.34 | 1.67 |
| gpt5.2_short | Insights | 0.07 | 0.18 | 0.03 | 0.55 | 0.87 | 0.89 |
| gpt5.2_short | Insights_AND_Example | 0.13 | 0.19 | 0.09 | 0.59 | 0.92 | 1.73 |
| gpt5.2_short | Role | 0.04 | 0.02 | 1.04 | 4.56 | 2.68 | 0.09 |
| gpt5.2_short | Role_AND_Example | 0.05 | 0.02 | 1.06 | 4.57 | 2.72 | 0.76 |
| gpt5.2_short | Role_AND_Insights | 0.18 | 0.20 | 1.07 | 5.12 | 3.56 | 1.05 |
| gpt5.2_short | Summarizer | 17.06 | 19.65 | 15.64 | 12.75 | 14.41 | 16.19 |
| gpt5.2_short | Summarizer_AND_Example | 17.16 | 19.67 | 15.77 | 12.89 | 14.49 | 19.35 |
| gpt5.2_short | Summarizer_AND_Evidence | 18.44 | 19.85 | 19.22 | 15.11 | 16.54 | 17.79 |
| gpt5.2_short | Summarizer_AND_Insights | 19.58 | 20.00 | 19.41 | 13.70 | 15.88 | 17.18 |
| gpt5.2_short | Summarizer_AND_Role | 25.96 | 19.75 | 17.54 | 17.86 | 17.51 | 17.12 |
| modeler | Example | 0.03 | <0.01 | 0.02 | 0.04 | 0.01 | 0.67 |
| modeler | Evidence | 1.13 | 0.15 | 1.22 | 3.30 | 2.06 | 1.04 |
| modeler | Evidence_AND_Example | 1.32 | 0.16 | 1.42 | 3.50 | 2.41 | 1.75 |
| modeler | Evidence_AND_Insights | 1.22 | 0.23 | 1.38 | 4.78 | 4.29 | 2.71 |
| modeler | Evidence_AND_Role | 7.26 | 0.19 | 1.36 | 8.34 | 5.32 | 1.67 |
| modeler | Insights | 0.07 | 0.07 | 0.15 | 1.44 | 2.21 | 0.89 |
| modeler | Insights_AND_Example | 0.39 | 0.09 | 0.34 | 1.72 | 2.51 | 1.73 |
| modeler | Role | 5.96 | 0.03 | 0.11 | 5.03 | 3.18 | 0.09 |
| modeler | Role_AND_Example | 6.00 | 0.03 | 0.16 | 5.07 | 3.34 | 0.76 |
| modeler | Role_AND_Insights | 6.02 | 0.10 | 0.27 | 6.51 | 5.40 | 1.05 |
| modeler | Summarizer | 11.78 | 19.69 | 17.48 | 9.73 | 11.58 | 16.19 |
| modeler | Summarizer_AND_Example | 11.88 | 19.71 | 17.52 | 9.98 | 11.95 | 19.35 |
| modeler | Summarizer_AND_Evidence | 13.98 | 19.91 | 20.22 | 14.15 | 14.83 | 17.79 |
| modeler | Summarizer_AND_Insights | 13.31 | 19.82 | 19.85 | 11.52 | 15.17 | 17.18 |
| modeler | Summarizer_AND_Role | 19.67 | 19.80 | 18.51 | 14.90 | 15.73 | 17.12 |
screening/qwen3.5-27b_openrouter_all_abms_chain/06_quantitative_smoke_latest
| Reference family | Feature | BLEU | METEOR | R-1 | R-2 | R-L | Reading ease |
|---|---|---|---|---|---|---|---|
| author | Example | 0.03 | 0.18 | 0.26 | 0.11 | 0.02 | 1.73 |
| author | Evidence | 0.32 | 0.02 | 0.65 | 3.63 | 1.85 | 0.96 |
| author | Evidence_AND_Example | 0.55 | 0.20 | 0.93 | 3.88 | 2.04 | 2.88 |
| author | Evidence_AND_Insights | 0.37 | 0.03 | 0.70 | 3.94 | 2.93 | 3.50 |
| author | Evidence_AND_Role | 0.84 | 0.36 | 1.61 | 7.19 | 8.59 | 1.78 |
| author | Insights | <0.01 | <0.01 | 0.02 | 0.29 | 1.06 | 2.16 |
| author | Insights_AND_Example | 0.03 | 0.18 | 0.30 | 0.42 | 1.09 | 4.03 |
| author | Role | 0.14 | 0.31 | 0.74 | 3.10 | 6.44 | 0.65 |
| author | Role_AND_Example | 0.17 | 0.49 | 1.00 | 3.23 | 6.49 | 2.38 |
| author | Role_AND_Insights | 0.14 | 0.32 | 0.78 | 3.40 | 7.51 | 2.85 |
| author | Summarizer | 18.58 | 19.40 | 17.53 | 12.13 | 8.83 | 13.82 |
| author | Summarizer_AND_Example | 19.78 | 19.68 | 18.71 | 13.25 | 11.67 | 15.95 |
| author | Summarizer_AND_Evidence | 21.33 | 19.58 | 20.42 | 17.16 | 14.14 | 16.04 |
| author | Summarizer_AND_Insights | 18.79 | 19.45 | 17.87 | 12.60 | 10.41 | 16.18 |
| author | Summarizer_AND_Role | 18.92 | 19.80 | 18.47 | 15.67 | 16.94 | 15.10 |
| gpt5.2_long | Example | 0.11 | 17.01 | 0.14 | 0.01 | 0.35 | 8.86 |
| gpt5.2_long | Evidence | 18.65 | 0.76 | 23.50 | 19.89 | 23.19 | 5.76 |
| gpt5.2_long | Evidence_AND_Example | 20.25 | 20.64 | 24.05 | 20.59 | 24.34 | 15.38 |
| gpt5.2_long | Evidence_AND_Insights | 18.81 | 3.02 | 24.33 | 20.45 | 24.32 | 14.50 |
| gpt5.2_long | Evidence_AND_Role | 24.51 | 4.98 | 24.07 | 24.43 | 23.65 | 7.93 |
| gpt5.2_long | Insights | 0.02 | 1.87 | 0.71 | 0.41 | 1.04 | 8.04 |
| gpt5.2_long | Insights_AND_Example | 0.78 | 20.14 | 1.12 | 0.49 | 1.39 | 17.36 |
| gpt5.2_long | Role | 5.45 | 4.20 | 0.32 | 4.43 | 0.09 | 1.76 |
| gpt5.2_long | Role_AND_Example | 5.93 | 21.27 | 0.70 | 4.46 | 0.47 | 10.61 |
| gpt5.2_long | Role_AND_Insights | 5.49 | 6.11 | 1.05 | 4.84 | 1.15 | 9.80 |
| gpt5.2_long | Summarizer | — | — | — | — | — | — |
| gpt5.2_long | Summarizer_AND_Example | — | — | — | — | — | — |
| gpt5.2_long | Summarizer_AND_Evidence | — | — | — | — | — | — |
| gpt5.2_long | Summarizer_AND_Insights | — | — | — | — | — | — |
| gpt5.2_long | Summarizer_AND_Role | — | — | — | — | — | — |
| gpt5.2_short | Example | <0.01 | 0.20 | 0.35 | 0.07 | 0.11 | 1.73 |
| gpt5.2_short | Evidence | 0.06 | 0.07 | 0.08 | 1.45 | 1.03 | 0.96 |
| gpt5.2_short | Evidence_AND_Example | 0.12 | 0.29 | 0.46 | 1.81 | 1.32 | 2.88 |
| gpt5.2_short | Evidence_AND_Insights | 0.10 | 0.10 | 0.10 | 1.55 | 1.26 | 3.50 |
| gpt5.2_short | Evidence_AND_Role | 1.39 | 0.25 | 0.49 | 4.18 | 2.82 | 1.78 |
| gpt5.2_short | Insights | <0.01 | <0.01 | <0.01 | 0.02 | 0.21 | 2.16 |
| gpt5.2_short | Insights_AND_Example | <0.01 | 0.21 | 0.35 | 0.10 | 0.33 | 4.03 |
| gpt5.2_short | Role | 1.25 | 0.17 | 0.37 | 2.57 | 1.72 | 0.65 |
| gpt5.2_short | Role_AND_Example | 1.27 | 0.37 | 0.71 | 2.65 | 1.84 | 2.38 |
| gpt5.2_short | Role_AND_Insights | 1.25 | 0.18 | 0.38 | 2.63 | 1.93 | 2.85 |
| gpt5.2_short | Summarizer | 18.16 | 19.49 | 18.92 | 15.56 | 16.25 | 13.82 |
| gpt5.2_short | Summarizer_AND_Example | 18.72 | 19.74 | 19.51 | 15.75 | 17.03 | 15.95 |
| gpt5.2_short | Summarizer_AND_Evidence | 19.71 | 19.66 | 19.90 | 17.40 | 18.96 | 16.04 |
| gpt5.2_short | Summarizer_AND_Insights | 18.26 | 19.54 | 19.08 | 15.73 | 16.77 | 16.18 |
| gpt5.2_short | Summarizer_AND_Role | 19.69 | 19.72 | 19.30 | 18.54 | 18.44 | 15.10 |
| modeler | Example | 0.02 | 0.12 | 0.10 | <0.01 | <0.01 | 1.73 |
| modeler | Evidence | 0.26 | 0.07 | 0.02 | 2.08 | 0.33 | 0.96 |
| modeler | Evidence_AND_Example | 0.37 | 0.19 | 0.14 | 2.31 | 0.37 | 2.88 |
| modeler | Evidence_AND_Insights | 0.31 | 0.07 | 0.06 | 2.60 | 0.97 | 3.50 |
| modeler | Evidence_AND_Role | 1.77 | 0.14 | 0.24 | 5.06 | 1.02 | 1.78 |
| modeler | Insights | 0.04 | <0.01 | 0.04 | 0.48 | 0.63 | 2.16 |
| modeler | Insights_AND_Example | 0.07 | 0.12 | 0.15 | 0.52 | 0.66 | 4.03 |
| modeler | Role | 1.39 | 0.06 | 0.20 | 2.84 | 0.63 | 0.65 |
| modeler | Role_AND_Example | 1.42 | 0.18 | 0.30 | 2.84 | 0.64 | 2.38 |
| modeler | Role_AND_Insights | 1.43 | 0.06 | 0.24 | 3.35 | 1.28 | 2.85 |
| modeler | Summarizer | 17.66 | 19.72 | 19.45 | 14.03 | 17.82 | 13.82 |
| modeler | Summarizer_AND_Example | 18.26 | 19.88 | 19.76 | 14.44 | 18.44 | 15.95 |
| modeler | Summarizer_AND_Evidence | 19.78 | 19.83 | 19.98 | 17.11 | 19.53 | 16.04 |
| modeler | Summarizer_AND_Insights | 18.13 | 19.76 | 19.64 | 14.86 | 18.85 | 16.18 |
| modeler | Summarizer_AND_Role | 19.09 | 19.79 | 19.67 | 17.46 | 18.85 | 15.10 |
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