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214214 < div class ="kicker "> Research</ div >
215215 < h2 > Ocean Geology.</ h2 >
216216 < ul >
217- < li > < b > Research Coordinator</ b > — Claude Sonnet 4.6< div class ="reason "> Process and scheduling; no reasoning premium needed </ div > </ li >
217+ < li > < b > Research Coordinator</ b > — Claude Sonnet 4.6< div class ="reason "> Process and scheduling; balance of reasoning and rule following </ div > </ li >
218218 < li > < b > Marine Geophysicist</ b > — Gemini 3.1 Pro< div class ="reason "> Leads grad-level science reasoning; 1M-token context for survey data</ div > </ li >
219219 < li > < b > Sedimentologist</ b > — GPT-5.5< div class ="reason "> Balanced reasoner; strong descriptive synthesis and writing</ div > </ li >
220220 < li > < b > Geochemist</ b > — Claude Opus 4.7< div class ="reason "> Leads tool-using scientific workflows; multi-step isotope reasoning</ div > </ li >
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