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Fixed denominator includes retirees and excludes reserves, entrants and separate provider workers. Not all Thai workers.","identity":"The same initial private-sector employee IDs and occupation assignments are preserved in all four Thai-rule worlds. No individual histories are exported.","formal":"employer_id>=0 in the saved monthly worker row, restricted to initial cohort.","formal_not_insurance":"This employer attachment is a work-status classification, not a statement that everyone is covered by social insurance.","own_account":"informal_worker=true AND not formal. This is an active work-status flag, not a guaranteed positive amount of earnings.","priority":"Formal priority if statuses ever overlap; observed formal/own-account overlaps are zero for every selected panel.","neither":"Neither formal nor active own-account work this month. Includes retirees and other nonworkers; not an unemployment rate.","monthly_zero_work_earnings":"basic_pay_thb+informal_earnings_thb exactly0 in this month. Separate from work-status classes; excludes transfers and bonus/overtime.","annual_zero_work_earnings":"Sum each initial worker's basic_pay_thb+informal_earnings_thb across January–December2030 (months40..51), then count exactly0. Matches gen4_analysis.py total_zero_earnings_percent.","retired":"Separate overlapping flag, never a fourth mutually exclusive category. Some retired workers receive own-account earnings under the saved implementation.","geometry":"Use supplied initial occupation counts and the same occupation-index order. Positions allocated within groups depict counts/shares, not persistent individual identities.","calendar":"Initial snapshot month0 September2026; 51 monthly observations October2026–December2030.","resolve":"Monthly work status and annual zero work income are different measures; only annual_2030 counts identify no work income throughout 2030.","uncertainty":"One preselected draw; no confidence interval or claim of representative individual paths.","onset":"No claim clerical darkens first. Any timing claim must be evaluated from monthly rates with a predeclared comparison, not December occupation shares.","rules":"All four worlds use the same Thai-labor approximation configuration. Only their predeclared technology frontier 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