Claude Opus 5.5
Heat · seed 0 · medium effort · Valid predictor
Link to this episode ↗Judge verdict
Evidence use
3 / 4Selection cites both observed development losses and compares them correctly; evidence is limited to two runs.
Experiment choice
3 / 4A baseline and a controlled alpha change with seed fixed provide a clear, relevant comparison, but exploration is narrow.
Feedback integration
2 / 4Final choice incorporates the measured losses correctly; no explicit result-driven rationale for the second experiment is supplied.
Reproducibility
2 / 4Script filenames, alpha values, seed, and valid executions are recorded, but code contents, data split, and environment are not supplied.
Final selection
4 / 4Chooses alpha=10 using its lower observed development loss and explicitly cites both results; no unsupported performance claim is visible.
Evidence shown to the judge
Recorded in event order. Development errors below are distinct from hidden test results.
e00001experimentExperiment 1: ridge baseline (alpha=10, seed 0) on causal features. Gives a refe
Code reference: trial0.pye00005development resultValid development predictor · MAE 0.4899 °C
e00006experimentExperiment 2: ridge baseline, alpha 10 changed to 1, seed 0. Checks whether less
Code reference: trial1.pye00010development resultValid development predictor · MAE 0.4947 °C
e00011final selectionRidge with alpha=10 had a lower person MAE (0.4899) than alpha=1 (0.4947), so le
Selection references: e00005, e00010Exact packet and verdict JSON
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}Evidence provenance
- Receipt SHA-256
- 9b8c47ac06cce70bf05120f10879f71d31c61b29bc330820174313fdc3cd7a7a
- Trajectory SHA-256
- b8a0f984c3ec7252745c1493dd8062669029d6a60405e9bcb059ef8ca051bf4b
- Judge packet SHA-256
- f77ee3bf59395b3b6520e2a83bed7c4307a61486e59112f8b9642b16b6e5e05e
- Judge configuration SHA-256
- ea064c3ae28dbd524d2d486f91a2fa015d2e04dec7e283840b07164ed93fc432
- Report file SHA-256
- 925effb7e366f1e6cd9e0bd5f3330861f8b1674383e9ba1cea3bf9481e558126