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ai_biodesign_evidence.csv

Evidence register for AI and automation in protein, strain and media design: measured results separated from claims.

21 dòng · 12 cộtTải CSVDùng trong: Frontier technology, V. Frontier technology
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CộtÝ nghĩa
record_idStable row ID assigned by the consolidation step (prefix AIB plus row number in the stream's row order).
applicationWhere AI or automation is applied (media optimisation, enzyme engineering, protein design and others).
claim_or_resultWhat was done or claimed.
magnitudeSize of the effect as reported.
study_or_sourceStudy or source (authors, year, journal, DOI).
demonstrated_or_claimeddemonstrated (measured in a study) or claimed (company or press claim), with qualifiers such as preprint.
source_idsSource IDs (see sources.csv) supporting the row, separated by semicolons. Free text such as "QNT model" or "our calculation" marks our own work.
evidence_labelVN-direct (evidence about Vietnam), VN-adjacent (comparable country, transfer assumed) or general. Some rows give a label per part of the row.
confidenceHigh (primary source read), Medium (reputable secondary or primary read in part) or Low (single claim, press, company marketing, or derived by us from weak inputs).
foresight_typeForesight type from the futures protocol: trend, projection, estimate, signal, wildcard or vision; "projection (official target)" marks a government target.
horizon_yearYear or years the value or statement refers to.
notesFree-text notes from the research agent.

record_idapplicationclaim_or_resultmagnitudestudy_or_sourcedemonstrated_or_claimedsource_idsevidence_labelconfidenceforesight_typehorizon_yearnotes