{"id":11464,"name":"ICML Reviewer Assurance","purpose":"A web platform facilitating transparent communication and verification within academic peer review processes, allowing authors to confirm reviewer score updates and addressing acknowledgement inconsistencies.","profitable":0,"date_generated":"Saturday April 2026 17:40","reference":"project-icml-assurance-2026","technology_advise":["Python","PostgreSQL","NodeJS","Medium"],"development_time_estimation_mvp_in_hours":150,"grade":7.3,"category":"devtools","view_count":4,"similar_ideas":[{"id":1916,"name":"ReviewerScoreGuard","grade":7.8,"category":null},{"id":1878,"name":"PeerReviewAI Validator","grade":7.5,"category":null},{"id":3208,"name":"Peer Review Transparency Analyzer","grade":6.5,"category":null},{"id":7870,"name":"ReviewAssist AI","grade":7.0,"category":"devtools"},{"id":11381,"name":"ReviewFlow","grade":5.8,"category":"devtools"}],"source_headline":"Addressing inconsistencies in peer review acknowledgment"}