{"id":"https://openalex.org/W4416047182","doi":"https://doi.org/10.1007/978-3-032-06757-9_12","title":"Toward an\u00a0Understanding of\u00a0the\u00a0Self-Coherence and\u00a0the\u00a0Cross-Coherence of\u00a0LLMs An Empirical Investigation","display_name":"Toward an\u00a0Understanding of\u00a0the\u00a0Self-Coherence and\u00a0the\u00a0Cross-Coherence of\u00a0LLMs An Empirical Investigation","publication_year":2025,"publication_date":"2025-11-09","ids":{"openalex":"https://openalex.org/W4416047182","doi":"https://doi.org/10.1007/978-3-032-06757-9_12"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-06757-9_12","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-06757-9_12","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5119647297","display_name":"Farouq Anbar","orcid":null},"institutions":[{"id":"https://openalex.org/I2801221094","display_name":"Constructing Excellence","ror":"https://ror.org/04vxrkc13","country_code":"GB","type":"other","lineage":["https://openalex.org/I2801221094"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Farouq Anbar","raw_affiliation_strings":["Constructor Knowledge Labs, Bremen, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Constructor Knowledge Labs, Bremen, Germany","institution_ids":["https://openalex.org/I2801221094"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5117199799","display_name":"Andrei Mikriukov","orcid":null},"institutions":[{"id":"https://openalex.org/I193619901","display_name":"Constructor University","ror":"https://ror.org/02yrs2n53","country_code":"DE","type":"education","lineage":["https://openalex.org/I193619901"]},{"id":"https://openalex.org/I4210098968","display_name":"Sig Holding (Switzerland)","ror":"https://ror.org/01523aj77","country_code":"CH","type":"company","lineage":["https://openalex.org/I4210098968"]}],"countries":["CH","DE"],"is_corresponding":false,"raw_author_name":"Andrei Mikriukov","raw_affiliation_strings":["Constructor Technology AG, Schaffhausen, Switzerland","Constructor University, Bremen, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Constructor Technology AG, Schaffhausen, Switzerland","institution_ids":["https://openalex.org/I4210098968"]},{"raw_affiliation_string":"Constructor University, Bremen, Germany","institution_ids":["https://openalex.org/I193619901"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063770854","display_name":"Yaroslav Plaksin","orcid":null},"institutions":[{"id":"https://openalex.org/I2801221094","display_name":"Constructing Excellence","ror":"https://ror.org/04vxrkc13","country_code":"GB","type":"other","lineage":["https://openalex.org/I2801221094"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Yaroslav Plaksin","raw_affiliation_strings":["Constructor Knowledge Labs, Bremen, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Constructor Knowledge Labs, Bremen, Germany","institution_ids":["https://openalex.org/I2801221094"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5119446343","display_name":"Vladimir Sitnikov","orcid":null},"institutions":[{"id":"https://openalex.org/I4210089308","display_name":"AMS (Singapore)","ror":"https://ror.org/008hf2578","country_code":"SG","type":"company","lineage":["https://openalex.org/I154481106","https://openalex.org/I4210089308"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Vladimir Sitnikov","raw_affiliation_strings":["Agen.com, Singapore, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Agen.com, Singapore, Singapore","institution_ids":["https://openalex.org/I4210089308"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039583821","display_name":"Giancarlo Succi","orcid":"https://orcid.org/0000-0001-8847-0186"},"institutions":[{"id":"https://openalex.org/I9360294","display_name":"University of Bologna","ror":"https://ror.org/01111rn36","country_code":"IT","type":"education","lineage":["https://openalex.org/I9360294"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giancarlo Succi","raw_affiliation_strings":["Universit\u00e0 di Bologna, Alma Mater Studiorum, Bologna, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit\u00e0 di Bologna, Alma Mater Studiorum, Bologna, Italy","institution_ids":["https://openalex.org/I9360294"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047106210","display_name":"Alexander Tormasov","orcid":"https://orcid.org/0000-0001-6887-4327"},"institutions":[{"id":"https://openalex.org/I193619901","display_name":"Constructor University","ror":"https://ror.org/02yrs2n53","country_code":"DE","type":"education","lineage":["https://openalex.org/I193619901"]},{"id":"https://openalex.org/I4210098968","display_name":"Sig Holding (Switzerland)","ror":"https://ror.org/01523aj77","country_code":"CH","type":"company","lineage":["https://openalex.org/I4210098968"]}],"countries":["CH","DE"],"is_corresponding":false,"raw_author_name":"Alexander Tormasov","raw_affiliation_strings":["Constructor Technology AG, Schaffhausen, Switzerland","Constructor University, Bremen, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Constructor Technology AG, Schaffhausen, Switzerland","institution_ids":["https://openalex.org/I4210098968"]},{"raw_affiliation_string":"Constructor University, Bremen, Germany","institution_ids":["https://openalex.org/I193619901"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025305972","display_name":"\u0415. \u0412. \u0422\u0440\u043e\u0444\u0438\u043c\u043e\u0432\u0430","orcid":"https://orcid.org/0000-0001-5436-8511"},"institutions":[{"id":"https://openalex.org/I2801221094","display_name":"Constructing Excellence","ror":"https://ror.org/04vxrkc13","country_code":"GB","type":"other","lineage":["https://openalex.org/I2801221094"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Ekaterina Trofimova","raw_affiliation_strings":["Constructor Knowledge Labs, Bremen, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Constructor Knowledge Labs, Bremen, Germany","institution_ids":["https://openalex.org/I2801221094"]}]}],"institutions":[],"countries_distinct_count":5,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5119647297"],"corresponding_institution_ids":["https://openalex.org/I2801221094"],"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":"127","last_page":"137"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.37470000982284546,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10203","display_name":"Recommender Systems and Techniques","score":0.37470000982284546,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T13702","display_name":"Machine Learning in Healthcare","score":0.0617000013589859,"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/T10028","display_name":"Topic Modeling","score":0.0568000003695488,"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/test","display_name":"Test (biology)","score":0.5281999707221985},{"id":"https://openalex.org/keywords/empirical-research","display_name":"Empirical research","score":0.4745999872684479},{"id":"https://openalex.org/keywords/medline","display_name":"MEDLINE","score":0.29649999737739563},{"id":"https://openalex.org/keywords/risk-assessment","display_name":"Risk assessment","score":0.2897000014781952},{"id":"https://openalex.org/keywords/empirical-evidence","display_name":"Empirical evidence","score":0.2743000090122223},{"id":"https://openalex.org/keywords/human-health","display_name":"Human health","score":0.260699987411499}],"concepts":[{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.5281999707221985},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.4745999872684479},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.352400004863739},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.3336000144481659},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.31779998540878296},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3012999892234802},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.29649999737739563},{"id":"https://openalex.org/C12174686","wikidata":"https://www.wikidata.org/wiki/Q1058438","display_name":"Risk assessment","level":2,"score":0.2897000014781952},{"id":"https://openalex.org/C166052673","wikidata":"https://www.wikidata.org/wiki/Q83021","display_name":"Empirical evidence","level":2,"score":0.2743000090122223},{"id":"https://openalex.org/C2987857752","wikidata":"https://www.wikidata.org/wiki/Q12147","display_name":"Human health","level":2,"score":0.260699987411499},{"id":"https://openalex.org/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.2574000060558319},{"id":"https://openalex.org/C2993069335","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical examination","level":2,"score":0.2549999952316284},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.2547999918460846},{"id":"https://openalex.org/C2780998478","wikidata":"https://www.wikidata.org/wiki/Q5374236","display_name":"Empirical treatment","level":3,"score":0.2529999911785126}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-06757-9_12","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-06757-9_12","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W2041282815","https://openalex.org/W2101105183","https://openalex.org/W4385570331","https://openalex.org/W4389977189","https://openalex.org/W4396833645","https://openalex.org/W4400772171","https://openalex.org/W4401042855","https://openalex.org/W4401043224","https://openalex.org/W4401648846","https://openalex.org/W4402671681","https://openalex.org/W4402671712","https://openalex.org/W4404782184","https://openalex.org/W4406327959","https://openalex.org/W4406460480"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-11-09T00:00:00"}
