Research · Four-arm workflow · Diagram C1 · One-step change from B

Arm C1: rank a question by what the farm would DO

Same machine as B, one box changed. Rank the next question by whether its answer would change what the Farm Operator does. This one-step change is not running today.

Arm C1: rank a question by what the farm would DO Arm C1 keeps Arm B's walk of the catalogue on the same starting machine and changes only how the next question is ranked: by whether the answer would change what the Farm Operator does. while an answer could still change the advice and the question limit allows another question. 1 HEAR Model used only to turn Thai into facts. It decides nothing. 2 BUILD THE LIST Sort supporting / contradicting / not yet asked. Then Likely, Possible, or Cannot exclude. No number. 3 CHOOSE WHAT TO ASK Rank by what the Farm Operator would do. Only split different actions. Pick one. later turned OFF 4 ASK One question per message. Questions not asked get a written reason. 5 DECIDE WHETHER TO STOP Stop when no answer could change advice. 4 + 1 extra safety. Hard stop 10. 6 DECIDE WHAT MAY BE SAID Name one disease, an honest tie, or send to the veterinarian. Never a percentage. 7 SAY Model writes Thai from approved wording. Second and last use. 8 RECORD Evidence Trace (the full written record): facts, tallies, word bands, the question chosen, skips and why, and the stop reason. 9 REFUSAL / VET DOOR BY COVERAGE METAPHOR ACTION LANES same action · no split SPLIT other action only split different actions RMC GRID 48x3=144 · C1 acc 77/144 beside B 74/144 · C1 wrong reportable flag 30/144 beside B 46/144 · answer key follows Arm B LEGEND Stage Alarm / no source given Accent Record Main flow Loop / write

Full sentences · matched to the numbered chips

  1. 1

    HEAR

    The model is used only to turn the Thai into facts. It decides nothing.

  2. 2

    BUILD THE LIST

    For each disease in the approved catalogue, sort its declared signs into supporting / contradicting / not yet asked. Then give it a plain word from a fixed 8-row table: Likely, Possible, or Cannot exclude. Never a number. Order the diseases still on the list. Reportables stay in the protected set and are always evaluated.

  3. 3

    CHOOSE WHAT TO ASK

    Rank every possible question by whether its answer would change what the farm does. If two diseases lead to the same Farm Operator actions, do not spend a question splitting them. Pick one.

    This setting was later turned OFF — see the tier timeline.

  4. 4

    ASK

    One question per message. Every question not asked is written down with its reason.

  5. 5

    DECIDE WHETHER TO STOP

    Stop when no remaining answer could change what we advise the farm to do. Or stop when the question limit is reached: 4 answers, plus 1 extra safety question. So about five questions at most in an ordinary case. There is a hard stop at 10 asking turns.

  6. 6

    DECIDE WHAT MAY BE SAID

    Name one disease, state an honest tie, or send to the veterinarian. Never show a percentage.

  7. 7

    SAY

    The model is used a second and last time, only to write the Thai from approved wording.

  8. 8

    RECORD

    Evidence Trace: the facts, each disease's tally and word band, the question chosen, every question skipped and why, and the reason for stopping.

  9. 9

    REFUSAL / VET DOOR

    REFUSE BY COVERAGE. Does the approved catalogue cover this Health Event at all? If not, send to the veterinarian. No confidence number is needed.

Caption

Same machine as B, one box changed

Same machine as B, one box changed. This is the one-step change that won the test run — and it is not running today.

C1 is over B on the same starting machine, not a standalone failure. On RMC GRID 48x3=144, C1 acc 77/144 beside B 74/144. The headline is wrong reportable flag: C1 30/144 beside B 46/144. The source calls this drop arguably the bigger prize. It states +3 correct and 16 fewer wrong reportable flag cells. Mean questions C1 3.84 beside B 3.58. The answer key follows Arm B. Marked-correct answers were taken from Arm B, so the test tilts toward B-like answers. Beating B here is stronger than the raw margin suggests.

Changed from

Keeps all of B

Changed from B: keeps all of B. It uses the same starting machine. Every other box is the same word for word. It adds only CHOOSE WHAT TO ASK ranking by what the Farm Operator would do (only split different actions). That sameness is the argument.

How to read

Marks on this drawing

  • Cyan: CHOOSE WHAT TO ASK — the only box that changed from B
  • Red: this setting was later turned OFF — see the tier timeline
  • Loop: keep asking while an answer could still change the advice and the question limit allows another question
  • Score strip: RMC GRID 48x3=144, C1 beside B. Wrong reportable flag is the headline. The answer key follows Arm B.

Research only - nothing is deployed - no percentage ever reaches the Farm Operator - the 14 Disease Profiles are vet-reviewed - reviewed, not signed.