{ "0": { "score": 0.5555555555555555, "success": {}, "failure": { "8": { "modification": "modify: Add Custom operator to generate a more comprehensive response based on the problem and previous answer (Score: 0.0)", "score": 0.0 }, "19": { "modification": "Modify: Add QAScEnsemble operator to select the best solution from multiple generated answers (Score: 0.0)", "score": 0.4822222222222223 }, "3": { "modification": "add QAScEnsemble operator to improve solution selection", "score": 0.0 }, "12": { "modification": "Modify: Add QAScEnsemble operator to improve solution selection", "score": 0.5355555555555556 }, "10": { "modification": "modify: Add QAScEnsemble operator to improve solution selection", "score": 0.5444444444444444 }, "6": { "modification": "modify: Add AnswerGenerate operator to generate a step-by-step thought process before the final answer", "score": 0.0 }, "1": { "modification": "(add: QAScEnsemble operator to improve solution selection)", "score": 0.0 }, "2": { "modification": "add QAScEnsemble operator to enhance solution selection", "score": 0.5244444444444445 } } }, "2": { "score": 0.5244444444444445, "success": { "4": { "modification": "modify: Added a review step before generating the final answer.", "score": 0.5711111111111111 } }, "failure": { "9": { "modification": "Modified the workflow to include a self-consistency check before generating the final answer by adding a new operator for diversity in solutions.", "score": 0.0 }, "7": { "modification": "Added a Review step to assess the generated solutions before finalizing the response.", "score": 0.0 } } }, "17": { "score": 0.6133333333333333, "success": {}, "failure": { "18": { "modification": "(modify: added a step to gather multiple answers before ensemble)", "score": 0.5133333333333333 } } }, "4": { "score": 0.5711111111111111, "success": { "14": { "modification": "Incorporate an additional review step after the ensemble response to ensure the final answer's quality.", "score": 0.5822222222222222 } }, "failure": { "16": { "modification": "Incorporate a self-ask step before generating the answer to refine the problem understanding.", "score": 0.0 }, "11": { "modification": "(such as:add /delete /modify/ ...)", "score": 0.56 } } }, "14": { "score": 0.5822222222222222, "success": { "17": { "modification": "(modify: added a self-consistency check before final review)", "score": 0.6133333333333333 } }, "failure": {} }, "11": { "score": 0.56, "success": {}, "failure": { "15": { "modification": "(such as:add /delete /modify/ ...)", "score": 0.5311111111111112 } } }, "10": { "score": 0.5444444444444444, "success": {}, "failure": { "13": { "modification": "(such as:add /delete /modify/ ...)", "score": 0.5155555555555555 } } } }