Is this score proof that the event worked?

No. The score reflects visible public agenda and source evidence. Causal proof requires stronger baseline, comparison, follow-up, and attribution evidence.

What is the primary evidence for this record?

https://www.statmt.org/wmt10/program.html

Atlas/Events/Ninth Conference on Machine Translation (WMT24) - ACL-2010 Workshop on Statistical Machine Translation - [SCHEDULE

mixed-format event agenda agenda analysis

Ninth Conference on Machine Translation (WMT24) - ACL-2010 Workshop on Statistical Machine Translation - [SCHEDULE

This mixed-format event agenda in Unknown shows 34 visible agenda rows from statmt.org and scores 35/100: a thin but inspectable design signal. The clearest public signals sit in Future-of-Work Fit and Learning Transfer; the main limits are Follow Through and Network Design. Visible mechanisms include Participant work and Learning transfer. The public record does not show follow-up or tracking, so the score should be read as design intent rather than durable impact. A practical reading: For a reader, this is a comparison record more than a model to copy: it reads as a mixed-format event agenda, with the strongest visible signal in future-of-work fit and learning transfer and the biggest open question around follow through and network design. The practical test is whether the published agenda connects the room to post-event continuation and evidence. This page is an original public-evidence analysis, not a copy of the source agenda or an endorsement of the event. The score places the visible agenda in the thin outcome architecture band. The strongest visible pillars are Future-of-Work Fit, Learning Transfer, and Participation Architecture; the thinnest visible pillars are Follow Through, Network Design, and Problem Specificity. Visible mechanisms include Participant work and Learning transfer. The extracted agenda preview includes 34 visible rows. The most common formats are Unknown, Presentation, and Workshop; the most common inferred purposes are Unknown, Knowledge Transfer, and Co Creation.

Primary source evidence: statmt.org ↗ · Archived copy (2026-03-01)

Eight-pillar fingerprint

Hover any pillar to see what it measures and, where it scored low, what the agenda is missing.

Participation Architecture?49

Participation Architecture - 49/100. Participant work, contribution, interaction, and alternatives to passive broadcast.

Follow Through?5

Follow Through - 5/100. Owners, dates, commitments, progress checks, and accountability after the room.Missing: Add named owners, dates, implementation checkpoints, and a visible post-event continuation path.

Problem Specificity?32

Problem Specificity - 32/100. A clear costly problem, objective, decision, or performance target.Missing: Name the costly problem, decision, or performance target the gathering is meant to move.

Personalization?35

Personalization - 35/100. Role, path, goal, preparation, or connection tailoring for participants.

Network Design?6

Network Design - 6/100. Structured weak ties, bridge-building, mixers, and relationship persistence.Missing: Replace generic networking blocks with designed introductions, ask-offer exchanges, peer groups, or bridge-building rituals.

Learning Transfer?51

Learning Transfer - 51/100. Applied practice, feedback, workplace use, refreshers, and 30-90 day transfer.

Evidence Maturity?41

Evidence Maturity - 41/100. Baseline, comparison, follow-up, isolation, and attribution confidence.

Future-of-Work Fit?62

Future-of-Work Fit - 62/100. Value against time, hybrid reality, accessibility, AI, and meeting load.

Fix the gaps

Exercises matched to this agenda's weakest pillars, from the exercise library. Check each run sheet for its source and intended setting.

Follow Through (5/100)

Exercises that strengthen it: The Comfort Confession · 15% Solutions · Network Patches

Network Design (6/100)

Exercises that strengthen it: Izzat You? · Levitation · Sticks

Problem Specificity (32/100)

Exercises that strengthen it: Two-Person Scene Sine Waves · Challenge Axis · Fist to Five

Agenda Preview

The actual agenda we captured. Every block is classified by format and purpose. Open any block to see how we read it; the colored edge shows whether it is participant work, broadcast, logistics, or a showcase.

Room vs wrapper

18 percent of the 34 classified blocks put participants to work; the rest broadcast, show, or handle logistics. That mix is what drives the participation score.

Participant workBroadcastShowcaseLogistics

all event[ACL 2010 FIFTH WORKSHOPWorkshopCo Creation+

Format · Participant workWorkshopParticipants work on a problem and produce something. The strongest signal of participation architecture.