revision: main

family: olmo

decision: UNCLEAR: γ=0.524 outside all expected ranges


decision: UNCLEAR: γ=0.541 outside all expected ranges


family: olmoe

decision: UNCLEAR: γ=0.850 outside all expected ranges


decision: UNCLEAR: γ=0.823 outside all expected ranges


decision: UNCLEAR: γ=0.774 outside all expected ranges


family: codellama

decision: UNCLEAR: γ=0.382 outside all expected ranges


family: deepseek-coder

decision: REFUTED: C not constant across θ


family: deepseek

decision: UNCLEAR: γ=0.151 outside all expected ranges


family: gptj

decision: UNCLEAR: γ=0.897 outside all expected ranges


decision: UNCLEAR: γ=0.835 outside all expected ranges


family: pythia

decision: UNCLEAR: γ=0.688 outside all expected ranges


decision: UNCLEAR: γ=0.685 outside all expected ranges


decision: UNCLEAR: γ=0.511 outside all expected ranges


decision: CONFIRMED: γ law holds (γ×ln(θ) = C)


decision: UNCLEAR: γ=0.713 outside all expected ranges


decision: UNCLEAR: γ=0.674 outside all expected ranges


decision: UNCLEAR: γ=0.551 outside all expected ranges


decision: ANOMALY: long-context training effect


decision: UNCLEAR: γ=0.748 outside all expected ranges


family: gemma

decision: UNCLEAR: γ=0.628 outside all expected ranges


family: smollm


decision: UNCLEAR: γ=0.627 outside all expected ranges


decision: UNCLEAR: γ=0.287 outside all expected ranges


decision: UNCLEAR: γ=0.827 outside all expected ranges


family: phi


decision: UNCLEAR: γ=0.871 outside all expected ranges


family: mistral

decision: REFUTED: C not constant across θ


decision: UNCLEAR: γ=0.830 outside all expected ranges


decision: gamma=0.428 (partial fit d=20..1000, NOT including d=2000)


family: qwen


decision: UNCLEAR: γ=0.772 outside all expected ranges


family: qwen-coder


note: random-init falsifier (E2): predicts ν=0 if F1 mechanism is training-imprint

decision: F1 CONFIRMED (training-imprint mechanism)