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spb/wp29_uqo

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# Verification checks (P4)

# check outcome
1 Clean re-run: delete out/results.json, re-run analysis.py, byte-compare with previous copy PASS (identical; sha256 12ac2088...a7d8)
2 Input hashes unchanged and equal to README/bundle.json values PASS
3 National unemployment rate printed consistently: L17 (Highlights) "increased 0.1 percentage points to 6.5%" and L43 (Unemployment rate increases to 6.5%) "rose 0.1 percentage points to 6.5%"; also heading text says 6.5% PASS (single value 6.5; script asserts uniqueness)
4 Employment change printed consistently: L17 and L24 both "declined by 68,000 (-0.3%)"; sign negative because "declined" PASS (-68000)
5 Agreement with P2 baseline (manual grep of the same lines) PASS (6.5, -68000, men "fell 0.2 ... to 5.8%")
6 Locators name an actual ## heading containing the line (L16 for L17; L73 for L74-75) PASS
7 Regex false-positive screen: provincial/youth/55+ rate sentences ("The unemployment rate in Quebec was...", "youth unemployment rate was little changed at 13.0%", "aged 55 and older rose 0.2 ... to 5.3%") not matched PASS (only L17, L43 matched for rate; L17, L24 for employment)
8 Assertion: 5 of 6 elements stated, men's direction contradicted ("fell" vs asserted "rose") -> not_supported per task definition PASS
9 Magnitude sanity: -68,000 vs -0.3% implies employment level ~22.7 million, plausible for Canada; 6.5% within the year's printed range 6.4-6.9% PASS
10 n_input_rows equal to wc -l (9, 164) PASS
11 exclusions.csv: 164 - 0 = 164 PASS
12 No randomness; random_seed null PASS
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