Commented abstract
The paper describes situations in which uncertain facts, values in play, high stakes, and urgency coexist. Such a structure belongs not only to great public decisions: on a reduced scale it recurs in the small firm.
Structured commentary
Introduction
The paper identifies a class of problems in which uncertain facts, values in play, high stakes, and urgency coexist — conditions that render "normal" science inadequate and require a different discipline of evidence. Such a structure is no prerogative of great public decisions: on a reduced scale it re-presents itself in the small firm whenever an important client imposes a change, a digital investment must be decided in haste, a nonconformity touches quality and reputation, a conflict between the commercial and operations functions demands a choice in the absence of perfect data.
The value for MARTRO resides in the notion of the quality of evidence. When the datum is incomplete, the correct response is not to simulate certainty but to make explicit the provenance of the datum, the party that validates it, the interests that traverse it, and the limits that remain. Such a posture reinforces the distinction between diagnosis and verdict: the diagnosis must produce a useful reading, not a claim to infallibility, and its strength resides in the transparency of the validation process.
The operational translation is triangulation understood as a small community of verification. It is not necessary to erect a burdensome audit: it suffices to include the positions that see different parts of the problem — owner, operations function, commercial function, administration, any external consultant. The objective is not total consensus but the explicit declaration of what is known, what is contested, what remains uncertain, and what will require monitoring after the decision.
The paper further permits defending qualitative indices. A qualitative scale is useful if it exposes its own limits and if it is anchored to evidence; it is dangerous if it simulates precision. Post-normal science invites treating the quality of information as part of the result: the reading must not confine itself to stating a level but clarify which type of evidence sustains it and which margin of caution remains.
The boundary consists in avoiding relativism. To affirm that facts are uncertain is not to hold that every opinion is worth as much as every other; it is to place competence within an explicit validation process. The entry must communicate this discipline without becoming philosophical — more clarity on the quality of evidence, less promise of certainty.
Why it matters for MARTRO
it introduces the quality of evidence as part of the result, distinguishing diagnosis from verdict.
Limits and boundaries of use
it must be withdrawn both from the simulation of certainty and from relativism.
competence is placed within an explicit validation process, not equated with every opinion.
Practical application for SMEs
triangulate as a small community of verification, declaring the known, the contested, and the uncertain.