{"id":"https://openalex.org/W7133904016","doi":"https://doi.org/10.48550/arxiv.2603.03352","title":"Perfect score on IPhO 2025 theory by Gemini agent","display_name":"Perfect score on IPhO 2025 theory by Gemini agent","publication_year":2026,"publication_date":"2026-02-26","ids":{"openalex":"https://openalex.org/W7133904016","doi":"https://doi.org/10.48550/arxiv.2603.03352"},"language":"en","primary_location":{"id":"pmh:oai:HAL:hal-05535590v1","is_oa":true,"landing_page_url":"https://hal.science/hal-05535590","pdf_url":"https://hal.science/hal-05535590v1/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2026","raw_type":"info:eu-repo/semantics/preprint"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-05535590v1/document","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5128142431","display_name":"Yichen Huang","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Huang, Yichen","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5128142431"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13650","display_name":"Computational Physics and Python Applications","score":0.13259999454021454,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13650","display_name":"Computational Physics and Python Applications","score":0.13259999454021454,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12250","display_name":"Experimental and Theoretical Physics Studies","score":0.0949999988079071,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10072","display_name":"Science Education and Pedagogy","score":0.05739999935030937,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/olympiad","display_name":"Olympiad","score":0.8352000117301941},{"id":"https://openalex.org/keywords/simple","display_name":"Simple (philosophy)","score":0.531000018119812},{"id":"https://openalex.org/keywords/competition","display_name":"Competition (biology)","score":0.46129998564720154},{"id":"https://openalex.org/keywords/calculus","display_name":"Calculus (dental)","score":0.35019999742507935},{"id":"https://openalex.org/keywords/medal","display_name":"Medal","score":0.2971000075340271},{"id":"https://openalex.org/keywords/standard-model","display_name":"Standard Model (mathematical formulation)","score":0.2953999936580658}],"concepts":[{"id":"https://openalex.org/C130383907","wikidata":"https://www.wikidata.org/wiki/Q221956","display_name":"Olympiad","level":2,"score":0.8352000117301941},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.531000018119812},{"id":"https://openalex.org/C91306197","wikidata":"https://www.wikidata.org/wiki/Q45767","display_name":"Competition (biology)","level":2,"score":0.46129998564720154},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3675000071525574},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3619000017642975},{"id":"https://openalex.org/C2777686260","wikidata":"https://www.wikidata.org/wiki/Q144037","display_name":"Calculus (dental)","level":2,"score":0.35019999742507935},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32359999418258667},{"id":"https://openalex.org/C144237770","wikidata":"https://www.wikidata.org/wiki/Q747534","display_name":"Mathematical economics","level":1,"score":0.31060001254081726},{"id":"https://openalex.org/C2777867650","wikidata":"https://www.wikidata.org/wiki/Q131647","display_name":"Medal","level":2,"score":0.2971000075340271},{"id":"https://openalex.org/C101454708","wikidata":"https://www.wikidata.org/wiki/Q17106019","display_name":"Standard Model (mathematical formulation)","level":3,"score":0.2953999936580658},{"id":"https://openalex.org/C165838908","wikidata":"https://www.wikidata.org/wiki/Q736777","display_name":"Calibration","level":2,"score":0.2874999940395355},{"id":"https://openalex.org/C148220186","wikidata":"https://www.wikidata.org/wiki/Q7111912","display_name":"Outcome (game theory)","level":2,"score":0.28349998593330383},{"id":"https://openalex.org/C33332235","wikidata":"https://www.wikidata.org/wiki/Q18362","display_name":"Theoretical physics","level":1,"score":0.28119999170303345},{"id":"https://openalex.org/C2992439856","wikidata":"https://www.wikidata.org/wiki/Q406039","display_name":"Gold medal","level":2,"score":0.27090001106262207},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.26420000195503235}],"mesh":[],"locations_count":3,"locations":[{"id":"pmh:oai:HAL:hal-05535590v1","is_oa":true,"landing_page_url":"https://hal.science/hal-05535590","pdf_url":"https://hal.science/hal-05535590v1/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2026","raw_type":"info:eu-repo/semantics/preprint"},{"id":"pmh:doi:10.48550/arxiv.2603.03352","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4406922384","display_name":"Open MIND","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"publisher-specific-oa","license_id":"https://openalex.org/licenses/publisher-specific-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"},{"id":"doi:10.48550/arxiv.2603.03352","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2603.03352","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-05535590v1","is_oa":true,"landing_page_url":"https://hal.science/hal-05535590","pdf_url":"https://hal.science/hal-05535590v1/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2026","raw_type":"info:eu-repo/semantics/preprint"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7133904016.pdf","grobid_xml":"https://content.openalex.org/works/W7133904016.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"The":[0],"International":[1],"Physics":[2],"Olympiad":[3],"(IPhO)":[4],"is":[5],"the":[6,53,94],"world's":[7],"most":[8],"prestigious":[9],"and":[10,73],"renowned":[11],"physics":[12,33],"competition":[13],"for":[14],"pre-university":[15],"students.":[16],"IPhO":[17,36],"problems":[18],"require":[19],"complex":[20],"reasoning":[21],"based":[22],"on":[23],"deep":[24],"understanding":[25],"of":[26],"physical":[27],"principles":[28],"in":[29],"a":[30,60,76],"standard":[31],"general":[32],"curriculum.":[34],"On":[35],"2025":[37],"theory":[38],"problems,":[39],"while":[40],"gold":[41],"medal":[42],"performance":[43],"by":[44],"AI":[45],"models":[46],"was":[47,91],"reported":[48],"previously,":[49],"it":[50,70,74],"falls":[51],"behind":[52],"best":[54],"human":[55],"contestant.":[56],"Here":[57],"we":[58],"build":[59],"simple":[61],"agent":[62],"with":[63],"Gemini":[64,87],"3.1":[65,88],"Pro":[66,89],"Preview.":[67],"We":[68],"run":[69],"five":[71],"times":[72],"achieved":[75],"perfect":[77],"score":[78],"every":[79],"time.":[80],"However,":[81],"data":[82],"contamination":[83],"could":[84],"occur":[85],"because":[86],"Preview":[90],"released":[92],"after":[93],"competition.":[95]},"counts_by_year":[],"updated_date":"2026-07-01T06:00:48.157686","created_date":"2026-03-06T00:00:00"}
