Disclosure

Affiliation. I am a final-year law student at Pázmány Péter Catholic University, Faculty of Law and Political Sciences, Budapest, and that is the affiliation under which this work is published. No institution has reviewed or endorsed it, and there is no laboratory behind it.

Competing interest. I am also a principal of Arcanian Consulting, Budapest — arcanian.ai — which provides services related to structured-context construction, and I benefit if this class of problem is taken seriously. Weight accordingly. No funding was received for any of the work listed on this site.

Where the evidence comes from. Part of it comes from professional practice. I have worked in search and online marketing since 2002 — the firm's site is archived from May of that year — and some of the findings exist only because these systems were built, used and observed to fail in live engagements. That is an unusual source in this field. Client material is never published, cases are described structurally, and where a finding rests on a single case the case count is stated.

Evidence grading. Neither deposit is peer reviewed; both are repository deposits with a DOI. Where a result is exploratory rather than confirmatory, the deposit says so and so does this site. Where an instrument has not been validated, that is stated rather than omitted.

Corrections. If something here is wrong, I would rather know: laszlo@fazakas.me.