Two.Sigma

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Run #766

done rubric v1 session 79513853 gemini-3.7-flash 2026-09-21 02:21
Session in Sessions →

The recording

What the student sent the question as it arrived, then each reading of it

OCR of the image GOOGLE_VISION

8. Daniel used of tawana for his banana stake, He gave of banana to his Little sister? Who got the greater share of banana? What value did this act of Daniel depicts?

The phone's own reading, which differs:

. Jaaie/ uhKd / ov৭ /a> 4 স4 f a o/ aa १৭ /a 3 2}#1 /3 /ट? M 9০ 9१२/0 3 2/ fowq ? wa/॥4 2A% 4८/ 0/ Daaic( ब४/#37 {

The audit's reading of the question, which is what the Product AI judged against:

8. Daniel used 1/8 of banana for his banana stake. He gave 1/3 of banana to his Little sister? Who got the greater share of banana? What value did this act of Daniel depicts?

Audit's summary: The student asked a math problem involving fractions and a scenario about sharing a banana. The tutor transcribed the question and began to explain the problem, focusing on comparing fractions. The tutor also noted that the student used a mix of Hindi and English. The student requested the answer to be written on the copy.

Transcript 434 characters · 50 stripped

Read it no speaker labels — tutor and student run together

Good evening, good evening. So, this question is for you. Daniel used 1 by 8 of banana for his banana sake. Thank you for watching. So you have to identify that which fraction is greater in this case. Okay. One is 1 by 8 and 1 by 2 I think you have written. Tell me. 1 by 8 or 2 what you have written? Copy per leak 2. Who said that? इसने बोला तो मैं ऐसे बोलने के लिए बोलो। पर्था कुमारी। इससे बात कर रहे हूँ तुम्हें? पता है? दोस्त से?

What the student sent the question as it arrived, then each reading of it

OCR of the image GOOGLE_VISION

8. Daniel used of tawana for his banana stake, He gave of banana to his Little sister? Who got the greater share of banana? What value did this act of Daniel depicts?

The phone's own reading, which differs:

. Jaaie/ uhKd / ov৭ /a> 4 স4 f a o/ aa १৭ /a 3 2}#1 /3 /ट? M 9০ 9१२/0 3 2/ fowq ? wa/॥4 2A% 4८/ 0/ Daaic( ब४/#37 {

The audit's reading of the question, which is what the Product AI judged against:

8. Daniel used 1/8 of banana for his banana stake. He gave 1/3 of banana to his Little sister? Who got the greater share of banana? What value did this act of Daniel depicts?

Audit's summary: The student asked a math problem involving fractions and a scenario about sharing a banana. The tutor transcribed the question and began to explain the problem, focusing on comparing fractions. The tutor also noted that the student used a mix of Hindi and English. The student requested the answer to be written on the copy.

Transcript 434 characters · 50 stripped

Read it no speaker labels — tutor and student run together

Good evening, good evening. So, this question is for you. Daniel used 1 by 8 of banana for his banana sake. Thank you for watching. So you have to identify that which fraction is greater in this case. Okay. One is 1 by 8 and 1 by 2 I think you have written. Tell me. 1 by 8 or 2 what you have written? Copy per leak 2. Who said that? इसने बोला तो मैं ऐसे बोलने के लिए बोलो। पर्था कुमारी। इससे बात कर रहे हूँ तुम्हें? पता है? दोस्त से?

Review team

no_issue

Product AI

nothing found

teaching Yes · mistakes No · satisfactory Yes

Each verdict takes your own. Yours is stored against the stack's, so “where is it wrong most often” is a question with an answer.

  1. Work is the right way up Not applicable to a board session
    seen
  2. Writing is legible at video size The question image uploaded to the board is legible.
    The handwritten text is readable across all frames (Frames 1-9).
    seen · 95% confident
  3. Your view
  4. The work fills the frame Not applicable to a board session
    seen
  5. Nothing distracting in shot Not applicable to a board session
    seen
  6. The student's problem is established The question is visible from the beginning.
    The problem regarding Daniel's banana share is displayed in Frame 1 and remains throughout.
    seen · 100% confident
  7. Your view
  8. Work proceeds in followable steps No written mathematical working is developed on the board.
    Across Frames 1 to 9, no written steps or mathematical calculations appear on the whiteboard, only a red mark in Frames 8-9.
    seen · 95% confident
  9. Your view
  10. It reaches an answer The session terminates without solving the problem.
    Frames 8-9 show no solution or final answer written, and the transcript derails at the end.
    seen · 95% confident
  11. Your view
  12. Something was actually written board went from 12.93% to a peak of 32.08% covered (+19.15 points), ending at 31.51%
    measured
  13. Your view
  14. The concept is named before the working The tutor identifies the topic as comparing fractions.
    The tutor states: 'So you have to identify that which fraction is greater in this case.'
    heard · 85% confident
  15. Your view
  16. Explained rather than jumped to the answer The tutor identifies the task but does not explain the method before getting bogged down.
    The tutor clarifies the goal ('identify that which fraction is greater') right after reading the problem, but no conceptual setup is completed.
    heard · 80% confident
  17. Your view
  18. Solved step by step, not in one leap No step-by-step solution is carried out.
    Neither the whiteboard (Frames 1-9) nor the transcript show step-by-step steps to compare the fractions.
    heard · 95% confident
  19. Your view
  20. The session opens properly The tutor greets the student and introduces the problem.
    The transcript opens with 'Good evening, good evening. So, this question is for you. Daniel used 1 by 8...'
    heard · 95% confident
  21. Your view
  22. No long dead air 0 gaps over 6.0s, 0s total (0% of the session), longest 0s
    Silence is below -35.0dB — a crude measure on a phone microphone, so treat a low count as weak evidence rather than proof the tutor was talking.
    measured
  23. Your view
Observations judged, but not counted as the lab objecting
  1. The camera holds still Not applicable to a board session
    Not counted: Measured over 183 known-bad and 29 known-good camera sessions (2026-09-21): raised on 87% of the bad and 86% of the good, and the motion distributions are the same shape — median frame difference 25 on the bad set, 27 on the good. No threshold on this number separates them, so it is reported and not counted.
    measured
  2. Exposure is usable Not applicable to a board session
    Not counted: Same two sets: it raised 6 of 183 known-bad and 2 of 29 known-good sessions. Both too few to mean anything, and the brightness distributions overlap almost exactly. The earlier reading that it 'fires more on clean sessions' was two sessions out of twenty-nine — noise, not an inverted rule.
    measured
  3. Understanding of the concept is checked No conceptual understanding questions were asked.
    The questions asked by the tutor are purely about deciphering handwritten numbers ('1 by 8 or 2 what you have written?'), not checking conceptual understanding.
    Not counted: Raised on 87% of known-bad and 80% of known-good sessions. The criterion is honest about why in its own `why`: the transcript has no speaker labels, so a real check and a rhetorical 'ok?' are often indistinguishable, and the bar ends up one almost no session clears. Still judged and shown, because reading it beside a recording is how it gets better.
    heard
  4. Your view

Measured

Duration109s (1.8 min)
Video1280×800 @ 10.0fps
Audio trackyes
Shot changes
Dead air0 gaps ≥6.0s · 0s total · longest 0.0s
Lumaavg 69.9 · min · max
Mediumboard 79.2% flat background
Content written12.93% → 31.51% (+19.15)
Transcript 434 characters of speech
Frames9

What the model returned verbatim

{
  "findings": [
    {
      "key": "legibility",
      "verdict": "ok",
      "headline": "The question image uploaded to the board is legible.",
      "evidence": "The handwritten text is readable across all frames (Frames 1-9).",
      "confidence": 0.95
    },
    {
      "key": "question_captured",
      "verdict": "ok",
      "headline": "The question is visible from the beginning.",
      "evidence": "The problem regarding Daniel's banana share is displayed in Frame 1 and remains throughout.",
      "confidence": 1.0
    },
    {
      "key": "structure",
      "verdict": "bad",
      "headline": "No written mathematical working is developed on the board.",
      "evidence": "Across Frames 1 to 9, no written steps or mathematical calculations appear on the whiteboard, only a red mark in Frames 8-9.",
      "confidence": 0.95
    },
    {
      "key": "completion",
      "verdict": "bad",
      "headline": "The session terminates without solving the problem.",
      "evidence": "Frames 8-9 show no solution or final answer written, and the transcript derails at the end.",
      "confidence": 0.95
    },
    {
      "key": "concept_named",
      "verdict": "ok",
      "headline": "The tutor identifies the topic as comparing fractions.",
      "evidence": "The tutor states: 'So you have to identify that which fraction is greater in this case.'",
      "confidence": 0.85
    },
    {
      "key": "explained_before_solving",
      "verdict": "weak",
      "headline": "The tutor identifies the task but does not explain the method before getting bogged down.",
      "evidence": "The tutor clarifies the goal ('identify that which fraction is greater') right after reading the problem, but no conceptual setup is completed.",
      "confidence": 0.8
    },
    {
      "key": "concept_checked",
      "verdict": "bad",
      "headline": "No conceptual understanding questions were asked.",
      "evidence": "The questions asked by the tutor are purely about deciphering handwritten numbers ('1 by 8 or 2 what you have written?'), not checking conceptual understanding.",
      "confidence": 0.9
    },
    {
      "key": "step_by_step",
      "verdict": "bad",
      "headline": "No step-by-step solution is carried out.",
      "evidence": "Neither the whiteboard (Frames 1-9) nor the transcript show step-by-step steps to compare the fractions.",
      "confidence": 0.95
    },
    {
      "key": "opening",
      "verdict": "ok",
      "headline": "The tutor greets the student and introduces the problem.",
      "evidence": "The transcript opens with 'Good evening, good evening. So, this question is for you. Daniel used 1 by 8...'",
      "confidence": 0.95
    }
  ]
}

Frames in order, one every ~12s

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