The science of temperature.
The people advancing it.

Automatic estimate of population relevance from every unique nonblank ORCID-linked article title, including titles without a thermal keyword. Each article enters exactly one category. Worker/occupation, athlete and military/patient population cues score 5; occupational settings, sport-specific activities, military service contexts, clinical care and specified disease or physiological-condition cues score 3 per matched concept group. Repeated synonyms in one group do not add points. The highest score wins; equal scores use Military, Occupational, Clinical, then Sport. The standalone word work is an Occupational setting cue, including when separated by hyphens. Finite role and condition terms include farming and construction work, labour/labor productivity, physical or simulated work, work-rest scheduling and protective equipment; running, cycling, named sports and Olympics; service personnel, defence/defense forces, Coast Guard and submarine escape; diabetes, hypertension, pregnancy and paraplegia with related conditions. Vocabulary is informed by NLM MeSH and research-title terminology; this is not MeSH indexing or a clinically validated classifier. General populations includes general-community wording and titles with insufficient population information. Generic exercise, training, performance or environment alone does not identify a population. Word boundaries prevent network, framework or artwork from matching work. Occupational therapy supplies clinical care evidence. Army ants/worms, soldier beetles, marine biology, running water, thermal cycling and stroke volume do not by themselves supply a population cue. No abstracts, full texts or participant data are examined; categories may be wrong or incomplete and are not verified study populations or expertise judgments.