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Model can only learn that the joint distribution shifts after the trigger, not establish causality.","Top-chains are TEST-SET averages — they reflect what the model PREDICTS, not what necessarily WILL happen. Use as a forecast prior, not a ground truth.","Sparse positive class (~18% at 7d horizon) means precision @ high-confidence cutoffs is noisy — recommend using the score as a relative ranking, not an absolute probability."],"horizon_days":7,"model":"pairwise-xgboost","n_followers_scored":33,"trained_at":"2026-05-21T14:25:41.860469Z","trigger":"IR","version":"1.0","_voidly_pay":{"claim_did":"https://voidly.ai/pay/claim","for_builders":"https://voidly.ai/pay/for-builders","marketplace":"https://api.voidly.ai/v1/pay/marketplace","live_demo":"https://huggingface.co/spaces/emperor-mew/voidly-pay","universal_proxy":{"url":"https://api.voidly.ai/v1/pay/proxy","example":"https://api.voidly.ai/v1/pay/proxy?u=<https-url>&to=did:voidly:<your-did>&price=0.01","page":"https://voidly.ai/pay/proxy","note":"Paywall any public HTTPS URL with one query param. No SDK install required."},"install":{"typescript":"npm install @voidly/pay","python":"pip install voidly-pay","langchain":"pip install voidly-pay-langchain","vercel_ai":"npm install @voidly/pay-vercel-ai","mcp":"npx @voidly/pay-mcp","cli":"npm install -g @voidly/pay-cli"},"note":"Voidly Pay is the open agent-to-agent payment rail. Claim a DID + 10 starter credits in 60s, or paywall any URL via the universal proxy with one query param."}}