The sink-logit and gate benefits are largely additive, with a small overlap attributable to the gate’s partial zero option; the projection gate adds a positive filtering contribution at every tier, while the norm gate does so from 50M upward.

报告指标与观测值

Assessment（0）

这条 Claim 暂无已发布的不可变 Assessment。

关联运行（0）

这条 Claim 暂无关联执行。

每行是一项测量，分别显示论文报告、最近可用实测和累计证据状态。
指标与条件	论文报告	最近可用实测	证据判断
tier: 10M · gate_form: norm · comparison: baseline except filter increment, which is both minus sink	0.0185 nats	—	尚未评估
tier: 10M · gate_form: norm · comparison: baseline except filter increment, which is both minus sink	0.0037 nats	—	尚未评估
tier: 10M · gate_form: norm · comparison: baseline except filter increment, which is both minus sink	0.0177 nats	—	尚未评估
tier: 10M · gate_form: norm · comparison: baseline except filter increment, which is both minus sink	0.0045 nats	—	尚未评估
tier: 10M · gate_form: norm · comparison: baseline except filter increment, which is both minus sink	-0.0008 nats	—	尚未评估
tier: 50M · gate_form: norm · comparison: baseline except filter increment, which is both minus sink	0.0068 nats	—	尚未评估
tier: 50M · gate_form: norm · comparison: baseline except filter increment, which is both minus sink	0.0069 nats	—	尚未评估
tier: 50M · gate_form: norm · comparison: baseline except filter increment, which is both minus sink	0.0106 nats	—	尚未评估
tier: 50M · gate_form: norm · comparison: baseline except filter increment, which is both minus sink	0.003 nats	—	尚未评估
tier: 50M · gate_form: norm · comparison: baseline except filter increment, which is both minus sink	0.003 nats	—	尚未评估
tier: 124M · gate_form: norm · comparison: baseline except filter increment, which is both minus sink	0.0052 nats	—	尚未评估
tier: 124M · gate_form: norm · comparison: baseline except filter increment, which is both minus sink	0.0059 nats	—	尚未评估

指标与条件

论文报告

最近可用实测

证据判断

tier: 10M · gate_form: norm · comparison: baseline except filter increment, which is both minus sink

0.0185 nats

—

尚未评估

tier: 10M · gate_form: norm · comparison: baseline except filter increment, which is both minus sink

0.0037 nats

—

尚未评估

tier: 10M · gate_form: norm · comparison: baseline except filter increment, which is both minus sink

0.0177 nats

—

尚未评估

tier: 10M · gate_form: norm · comparison: baseline except filter increment, which is both minus sink

0.0045 nats

—

尚未评估

tier: 10M · gate_form: norm · comparison: baseline except filter increment, which is both minus sink

-0.0008 nats

—

尚未评估