KARANI

A different job, the same clerk. These are scholarship personal statements reviewed against a scholarship rubric — not essays. Same pipeline, zero code changes: evidence is cited to the applicant's own words, absence is recorded as a finding, and there is still no field that could rank one applicant against another. Every accepted citation here was also cross-checked by a second, locally-run model (Gemma) — see any finding's “how this finding was produced” panel. Back to the essay review.

Evidence sheet · a02

4 findings, each tied to this student's own words · download the appeals bundle

c1 cited after a second look

States an educational goal of pursuing a degree in a STEM field.

pursue a degree in a STEM field.
show where this comes from
This scholarship would allow me to attend college and pursue a degree in a STEM field. I am excited about the future and confident that I will make the most of every opportunity. I am committed to working hard, giving back to my community, and making a difference in the world. Thank you for considering my application.
how this finding was produced

model gemini-3.6-flash · prompt p2 · temperature 0.0 · attempt 2 · verification {"referential": true, "positional": true, "quote_check": true, "entailment": true, "second_reader": true}

This isn't right — correct it

Your correction becomes the finding of record. Karani's version stays visible below it — corrections are added, never erased, so there is always a full history to stand on if a student appeals.

c2 nothing to cite — recorded as a finding

No passage describing specific financial circumstances, such as amounts, obligations, or constraints, was located.

no passage addressing this criterion was located in spans sp-0000 to sp-0004.

A finding of absence is a claim about the search, not about the work. It is recorded once and never retried.

how this finding was produced

model gemini-3.6-flash · prompt p2 · temperature 0.0 · attempt 1 · verification {"referential": null, "positional": null, "quote_check": null, "entailment": null, "second_reader": null}

This isn't right — correct it

Your correction becomes the finding of record. Karani's version stays visible below it — corrections are added, never erased, so there is always a full history to stand on if a student appeals.

c3 nothing to cite — recorded as a finding

No passage providing specific, verifiable details of community involvement was located.

no passage addressing this criterion was located in spans sp-0000 to sp-0004.

A finding of absence is a claim about the search, not about the work. It is recorded once and never retried.

how this finding was produced

model gemini-3.6-flash · prompt p2 · temperature 0.0 · attempt 1 · verification {"referential": null, "positional": null, "quote_check": null, "entailment": null, "second_reader": null}

This isn't right — correct it

Your correction becomes the finding of record. Karani's version stays visible below it — corrections are added, never erased, so there is always a full history to stand on if a student appeals.

c4 cited after a second look

States that the scholarship would allow the applicant to attend college and pursue a degree in a STEM field.

This scholarship would allow me to attend college and pursue a degree in a STEM field.
show where this comes from
This scholarship would allow me to attend college and pursue a degree in a STEM field. I am excited about the future and confident that I will make the most of every opportunity. I am committed to working hard, giving back to my community, and making a difference in the world. Thank you for considering my application.
how this finding was produced

model gemini-3.6-flash · prompt p2 · temperature 0.0 · attempt 2 · verification {"referential": true, "positional": true, "quote_check": true, "entailment": true, "second_reader": true}

This isn't right — correct it

Your correction becomes the finding of record. Karani's version stays visible below it — corrections are added, never erased, so there is always a full history to stand on if a student appeals.