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refactor: integrate hypercert data into application processing and enhance scoring logic for improved evaluation
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‎README.md‎

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Evaluates grant applications using multiple AI agents with different evaluation criteria. Each agent provides an independent review based on the project's application, research data, and historical grant information.
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#### 6. Run Elo Tournament
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```sh
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bun run review-applications
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```
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### Data Structure
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The scripts work with the following directory structure:

‎applications/42161/867/0x62f25a11c2ae5a2af563cc5b1f772b3aebe1bd4a0a82e41a78e61e1db972ad7e/hypercerts.json‎

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},
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{
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"hypercert_id": "42220-0x16bA53B74c234C870c61EFC04cD418B8f2865959-23479483317544753978972847912792006590464",
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"attestations": {
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"data": []
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},
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"metadata": {
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"name": "GainForest - Support XPRIZE Rainforest’s “Single Most Impactful Approach/Technology”",
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"description": "GainForest is co-lead of BioDivX, the XPRIZE Rainforest bonus prize award winner recognized as the “single most impactful approach/technology”. GainForest has worked with over 25 communities to bring crucial biodiversity data onchain, distributing $32K in conservation data income to local communities in 2024 for their role in recording crucial forestation and wildlife information, and co-hosted 13 workshops with local communities across 3 countries. GainForest is fostering global climate action through capacity building with local communities and scientists, maintaining a public database of AI+Environment models. By purchasing this hypercert, you are supporting the teams’ work on the ground to protect the world’s rainforests and incentivize local participation in climate initiatives."
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},
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"attestations": {
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"data": []
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}
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},
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{

‎scores/elo-credit-assignment-gitcoin-communist.csv‎

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id,name,score
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42161-867-0x62f25a11c2ae5a2af563cc5b1f772b3aebe1bd4a0a82e41a78e61e1db972ad7e,GainForest,0.211946
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42161-867-0xd089724cd73c932413bce5c797aee7d2fbcd1ad282f24cff790977e77908fdca,Treegens DAO🌳,0.193779
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42161-867-0x5a35dc4ee0fd8cf69eb9f227b626c0c093c3efc5a6f1b518a3792d5e8b721860,ÆRTH - Planetary AI,0.199725
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42161-867-0xe573019b9f23a496663f5944a83c8acdc99792bfc5f5ad603ee8f6cb0f46f9fe,Hydrapad,0.188209
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42161-865-0x9119659eb8173b32bb4423f83702ee30c1e1db49ae0c07b00263bf3ea7f4d4ef,Deep Funding,0.206342
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42161-867-0xd089724cd73c932413bce5c797aee7d2fbcd1ad282f24cff790977e77908fdca,Treegens DAO🌳,0.187672
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42161-867-0x5a35dc4ee0fd8cf69eb9f227b626c0c093c3efc5a6f1b518a3792d5e8b721860,ÆRTH - Planetary AI,0.199991
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42161-867-0xe573019b9f23a496663f5944a83c8acdc99792bfc5f5ad603ee8f6cb0f46f9fe,Hydrapad,0.194028
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42161-865-0x9119659eb8173b32bb4423f83702ee30c1e1db49ae0c07b00263bf3ea7f4d4ef,Deep Funding,0.206363

‎scores/elo-credit-assignment-open-source-capitalist.csv‎

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id,name,score
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42161-867-0x62f25a11c2ae5a2af563cc5b1f772b3aebe1bd4a0a82e41a78e61e1db972ad7e,GainForest,0.199719
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42161-867-0xd089724cd73c932413bce5c797aee7d2fbcd1ad282f24cff790977e77908fdca,Treegens DAO🌳,0.194314
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42161-867-0x5a35dc4ee0fd8cf69eb9f227b626c0c093c3efc5a6f1b518a3792d5e8b721860,ÆRTH - Planetary AI,0.205544
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42161-867-0xe573019b9f23a496663f5944a83c8acdc99792bfc5f5ad603ee8f6cb0f46f9fe,Hydrapad,0.188485
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42161-865-0x9119659eb8173b32bb4423f83702ee30c1e1db49ae0c07b00263bf3ea7f4d4ef,Deep Funding,0.211938
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42161-867-0x62f25a11c2ae5a2af563cc5b1f772b3aebe1bd4a0a82e41a78e61e1db972ad7e,GainForest,0.211946
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42161-867-0xd089724cd73c932413bce5c797aee7d2fbcd1ad282f24cff790977e77908fdca,Treegens DAO🌳,0.187672
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42161-867-0x5a35dc4ee0fd8cf69eb9f227b626c0c093c3efc5a6f1b518a3792d5e8b721860,ÆRTH - Planetary AI,0.206391
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42161-867-0xe573019b9f23a496663f5944a83c8acdc99792bfc5f5ad603ee8f6cb0f46f9fe,Hydrapad,0.193734
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42161-865-0x9119659eb8173b32bb4423f83702ee30c1e1db49ae0c07b00263bf3ea7f4d4ef,Deep Funding,0.200256

‎scores/elo-credit-assignment-regenerator.csv‎

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id,name,score
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42161-867-0x62f25a11c2ae5a2af563cc5b1f772b3aebe1bd4a0a82e41a78e61e1db972ad7e,GainForest,0.211946
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42161-867-0xd089724cd73c932413bce5c797aee7d2fbcd1ad282f24cff790977e77908fdca,Treegens DAO🌳,0.193779
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42161-867-0x5a35dc4ee0fd8cf69eb9f227b626c0c093c3efc5a6f1b518a3792d5e8b721860,ÆRTH - Planetary AI,0.199725
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42161-867-0xe573019b9f23a496663f5944a83c8acdc99792bfc5f5ad603ee8f6cb0f46f9fe,Hydrapad,0.188209
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42161-865-0x9119659eb8173b32bb4423f83702ee30c1e1db49ae0c07b00263bf3ea7f4d4ef,Deep Funding,0.206342
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42161-867-0xd089724cd73c932413bce5c797aee7d2fbcd1ad282f24cff790977e77908fdca,Treegens DAO🌳,0.187672
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42161-867-0x5a35dc4ee0fd8cf69eb9f227b626c0c093c3efc5a6f1b518a3792d5e8b721860,ÆRTH - Planetary AI,0.206391
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42161-867-0xe573019b9f23a496663f5944a83c8acdc99792bfc5f5ad603ee8f6cb0f46f9fe,Hydrapad,0.193734
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42161-865-0x9119659eb8173b32bb4423f83702ee30c1e1db49ae0c07b00263bf3ea7f4d4ef,Deep Funding,0.200256

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