{"id":"https://openalex.org/W7225577784","doi":"https://doi.org/10.5281/zenodo.24058112","title":"Lost in Locale: Source Formats and Accepted Errors in a Local Browser Agent","display_name":"Lost in Locale: Source Formats and Accepted Errors in a Local Browser Agent","publication_year":2026,"publication_date":"2026-11-08","ids":{"openalex":"https://openalex.org/W7225577784","doi":"https://doi.org/10.5281/zenodo.24058112"},"language":"en","primary_location":{"id":"doi:10.5281/zenodo.24058112","doi":"https://doi.org/10.5281/zenodo.24058112","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.24058112","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"volume":null,"type":"preprint","is_traditional":true,"indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.5281/zenodo.24058112","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5161286800","display_name":"Robert-Petre Vind-Gardo\u0219","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Vind-Gardo\u0219, Robert-Petre","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5161286800"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"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/T13287","display_name":"Robotic Process Automation Applications","score":0.17739999294281006,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T13287","display_name":"Robotic Process Automation Applications","score":0.17739999294281006,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.10679999738931656,"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/T13904","display_name":"Artificial Intelligence Applications","score":0.07970000058412552,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/qwen3-4b","display_name":"Qwen3-4B","score":0.6639999747276306},{"id":"https://openalex.org/keywords/browser-automation","display_name":"browser automation","score":0.4259999990463257},{"id":"https://openalex.org/keywords/user-interruption","display_name":"user interruption","score":0.3869999945163727},{"id":"https://openalex.org/keywords/ollama","display_name":"Ollama","score":0.4659999907016754}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6798999905586243},{"id":"https://openalex.org/C2780385302","wikidata":"https://www.wikidata.org/wiki/Q367158","display_name":"Protocol (science)","level":3,"score":0.60589998960495},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5299000144004822},{"id":"https://openalex.org/C2776836400","wikidata":"https://www.wikidata.org/wiki/Q31087","display_name":"Calculator","level":2,"score":0.5228000283241272},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5131999850273132},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.506600022315979},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4657999873161316},{"id":"https://openalex.org/C45235069","wikidata":"https://www.wikidata.org/wiki/Q278425","display_name":"Table (database)","level":2,"score":0.4108000099658966},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.39340001344680786},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.37450000643730164},{"id":"https://openalex.org/C44249647","wikidata":"https://www.wikidata.org/wiki/Q208498","display_name":"Confidence interval","level":2,"score":0.36320000886917114},{"id":"https://openalex.org/C132964779","wikidata":"https://www.wikidata.org/wiki/Q2110223","display_name":"Raw data","level":2,"score":0.36079999804496765},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.3490000069141388},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.33820000290870667},{"id":"https://openalex.org/C85973986","wikidata":"https://www.wikidata.org/wiki/Q1091731","display_name":"Exploratory research","level":2,"score":0.3327000141143799},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.3310999870300293},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.3190999925136566},{"id":"https://openalex.org/C198140048","wikidata":"https://www.wikidata.org/wiki/Q10859422","display_name":"Software versioning","level":3,"score":0.31279999017715454},{"id":"https://openalex.org/C3018260909","wikidata":"https://www.wikidata.org/wiki/Q1322871","display_name":"Exploratory analysis","level":2,"score":0.3109000027179718},{"id":"https://openalex.org/C2779955035","wikidata":"https://www.wikidata.org/wiki/Q4686785","display_name":"Advice (programming)","level":2,"score":0.3021000027656555},{"id":"https://openalex.org/C2776505523","wikidata":"https://www.wikidata.org/wiki/Q4785468","display_name":"Plan (archaeology)","level":2,"score":0.29499998688697815},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.28929999470710754},{"id":"https://openalex.org/C2778067643","wikidata":"https://www.wikidata.org/wiki/Q166507","display_name":"Interval (graph theory)","level":2,"score":0.28630000352859497},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2761000096797943},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.26339998841285706},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.25119999051094055},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.2502000033855438}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.5281/zenodo.24058112","doi":"https://doi.org/10.5281/zenodo.24058112","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.24058112","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},{"id":"doi:10.5281/zenodo.24058113","doi":"https://doi.org/10.5281/zenodo.24058113","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.24058113","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"doi:10.5281/zenodo.24058112","doi":"https://doi.org/10.5281/zenodo.24058112","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.24058112","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W7163738893","https://openalex.org/W7225460702","https://openalex.org/W7222792177","https://openalex.org/W7222875092","https://openalex.org/W7221983627","https://openalex.org/W7222202997","https://openalex.org/W7171544692","https://openalex.org/W7202281028","https://openalex.org/W7223575517","https://openalex.org/W7196954316"],"abstract_inverted_index":{"Regional":[0],"dates":[1],"and":[2,27,42,46,53,80,103,109,135,144,175,195,203,223,244],"amounts":[3],"can":[4],"be":[5],"converted":[6],"into":[7],"syntactically":[8],"valid":[9],"but":[10],"incorrect":[11],"application":[12,188],"values.":[13],"This":[14,157],"exploratory":[15,98,208],"study":[16],"evaluates":[17],"one":[18,136],"local":[19,229,252],"Qwen3":[20],"4B":[21],"agent":[22],"with":[23,96,166,231],"a":[24,132,152],"model-generated":[25],"table":[26],"deterministic":[28],"calculator":[29],"on":[30,126],"48":[31],"synthetic":[32],"cases":[33],"from":[34,249],"six":[35,139],"workflow":[36],"families.":[37],"Each":[38],"case":[39],"has":[40],"regional":[41,78],"explicit":[43,84],"source":[44,172],"representations":[45],"three":[47],"trials":[48],"in":[49,75,82,123],"separate":[50,200],"text,":[51],"baseline-browser":[52],"review-preview":[54],"conditions.":[55],"Of":[56],"864":[57],"planned":[58],"executions,":[59],"862":[60],"ended;":[61],"two":[62],"user":[63],"interruptions":[64],"remain":[65],"unobserved.":[66],"Baseline":[67],"browser":[68],"runs":[69],"produced":[70],"18":[71],"wrong":[72,124],"accepted":[73],"operations":[74],"143":[76],"observed":[77,121],"executions":[79],"7":[81],"144":[83],"executions.":[85],"The":[86,116,129,190],"primary":[87],"paired,":[88],"equally":[89],"family-weighted":[90],"difference":[91],"was":[92],"-7.14":[93],"percentage":[94],"points,":[95],"an":[97,162],"95%":[99],"interval":[100],"[-20.14,":[101],"+2.78]":[102],"family":[104],"sign-flip":[105],"p=0.25.":[106],"Exact":[107],"completions":[108],"absent":[110],"writes":[111,125],"are":[112,186,199,204,225],"reported":[113],"alongside":[114],"errors.":[115],"review-stage":[117],"preview":[118],"supplied":[119],"no":[120,232],"reduction":[122],"complete":[127],"pairs.":[128],"findings":[130],"describe":[131],"fixed":[133],"benchmark":[134],"qualified":[137],"policy;":[138],"related":[140],"templates,":[141],"serial":[142],"collection":[143],"incomplete":[145],"observations":[146],"limit":[147],"inference.":[148],"They":[149],"establish":[150],"neither":[151],"population":[153],"benefit":[154],"nor":[155],"equivalence.":[156],"record":[158],"contains":[159],"the":[160,176,180,250],"preprint,":[161],"unchanged":[163],"reproducibility":[164],"archive":[165],"raw":[167],"model/browser":[168],"traces,":[169],"frozen":[170],"manifests,":[171],"history,":[173],"analysis":[174],"technical":[177],"report,":[178],"plus":[179],"current":[181],"preprint":[182],"source.":[183],"Text":[184],"answers":[185],"not":[187,205,210],"writes.":[189],"older":[191],"protocol":[192],"0.1":[193],"pilot":[194],"Ollama":[196,230],"0.40.14":[197],"cohort":[198],"historical":[201],"evidence":[202],"pooled.":[206],"Status:":[207],"preprint;":[209],"independently":[211],"peer":[212],"reviewed.":[213],"No":[214],"journal":[215],"or":[216],"conference":[217],"acceptance":[218],"is":[219],"claimed.":[220],"All":[221],"transactions":[222],"entities":[224],"synthetic.":[226],"Inference":[227],"used":[228],"paid":[233],"inference":[234],"API.":[235],"OpenAI":[236],"Codex":[237],"assisted":[238],"software":[239],"implementation,":[240],"debugging,":[241],"literature":[242],"lookup":[243],"drafting;":[245],"measured":[246],"outputs":[247],"came":[248],"stated":[251],"model.":[253],"MIT":[254],"License.":[255]},"counts_by_year":[],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2026-11-09T00:00:00"}