Daily ModelOutput
What the model flagged in its latest run, published unfiltered as part of the research record. Quiet days are shown as quiet days; nothing here is a recommendation to trade.
How to read a signal
- Arm 1: Novelty
- How far the stock’s current fused embedding sits from its own historical baseline (0–1). High novelty means “something about this stock’s combined data looks unusual today” — it says nothing about direction on its own.
- Arm 2: Prob
- The supervised transformer’s estimated probability for the forecast direction. These probabilities are experimental and uncalibrated — 0.6 should not be read as “60% of such calls come true” until calibration is measured and published.
- Concordance
- Where the two arms agree. concordant = both point the same way; discordant = they disagree; novelty_only = only Arm 1 fired. Agreement is context, not proof.
- Overall strength
- The model score used for the listing threshold. Only signals at or above 0.5 appear here; weaker output is visible on each stock’s detail page. The threshold is a display choice, not a validated trading rule.
Full concept definitions are in the Guide; the pipeline that produces these numbers is diagrammed on the Technology page.
IMPORTANT DISCLAIMER:
The information provided by Project K.E.M. is for informational purposes only and does not constitute financial advice, investment recommendations, or an offer to buy or sell securities. The signals generated are the result of a mathematical model and should not be the sole basis for any investment decision.
Past performance is not indicative of future results. All investments involve risk and the potential for loss. Users should conduct their own research and consult with qualified financial professionals before making investment decisions.
Project K.E.M. is not a registered investment advisor and does not provide personalized financial advice.