Falsifiability × Causal inference
A decisive contradiction only matters if auxiliary assumptions and causal identification are tracked.
The system becomes useful when assumptions, errors and verification methods migrate between research domains.
These bridges are editorial hypotheses and conceptual arguments, not facts attributed to Wikipedia.
A decisive contradiction only matters if auxiliary assumptions and causal identification are tracked.
Exploratory search remains useful when confirmatory evidence is distinguished from the search that produced the question.
A meta-analysis of only visible studies can be exactly computed and still fundamentally biased.
Documented methods become testable software contracts with independently inspectable event histories.
Proof certifies a formal derivation; interpretation of reality requires independent premises and observation.
Prestige or agreement metrics are useful signals until institutions optimize them as substitutes for accuracy.
The deepest active-learning move is sometimes proposing new measurements or variables rather than selecting more labels.
Maximum inspectability never licenses unauthorized disclosure or experimentation.