
Kauppatieteet pääsykoe 2025: pisterajat ja valmistautuminen
The gates also can’t be met honestly with the current research:
– **Gate 1 (structure):** The 2–4 blockquotes from at least two speakers have no quotable source in the research notes. The `quotable_statements` array is empty.
– **Gate 2 and Gate 3 (contract coverage and claim = source):** Most of the required questions (valintakoe F points, Porin cut-offs, valintakoe E duration and results) have no verified Finnish source. Filling them would mean fabricating facts or citing pages that don’t support them.
– **Gate 4 (fact lock):** The only verified facts are two KEAM dates (Kerala, India) from one Economic Times liveblog. They don’t match the Finnish topic.
– **Gate 6 and the contract’s citation minimums:** The article needs at least 10 external citations across at least 6 domains. The research provides one domain.
– **Gate 7 (JSON-LD):** The NewsArticle `mainEntityOfPage` needs a canonical URL built from the slug, and the FAQ answers need verified content. Neither exists yet.
To unblock this, the research step needs to return:
1. Finnish sources with URLs, such as opintopolku.fi, yliopistovalinnat.fi, and the kauppatieteet exam pages of Turku (Pori), Helsinki, Aalto, Vaasa, and Tampere.
2. Verified facts with source URLs and ISO dates for the 40-point maximum for valintakoe F, the 2025 cut-offs (25,5/40 and 21,5/40), the valintakoe E duration and results date, and the year the article covers.
3. Resolution of the 2025/2026/2027 conflict. The valintakoe E date of 31.5.2027 should not appear in the snapshot until it is confirmed.
Once that research is supplied, I’ll run the full repair pass on the drafted HTML.