{"id":"https://openalex.org/W7166317508","doi":"https://doi.org/10.1007/978-3-032-29760-0_26","title":"Likelihood-Based Diagnosis with Generative Models: Confidence-Aware Measurement from Student Writing","display_name":"Likelihood-Based Diagnosis with Generative Models: Confidence-Aware Measurement from Student Writing","publication_year":2026,"publication_date":"2026-06-27","ids":{"openalex":"https://openalex.org/W7166317508","doi":"https://doi.org/10.1007/978-3-032-29760-0_26"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-29760-0_26","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-29760-0_26","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer 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/A5017748704","display_name":"S. Thomas Christie","orcid":"https://orcid.org/0009-0006-2900-4939"},"institutions":[{"id":"https://openalex.org/I188497080","display_name":"Carleton College","ror":"https://ror.org/03jep7677","country_code":"US","type":"education","lineage":["https://openalex.org/I188497080"]},{"id":"https://openalex.org/I3192341777","display_name":"Center for Effective Philanthropy","ror":"https://ror.org/04ngqe873","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I3192341777"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"S. Thomas Christie","raw_affiliation_strings":["Carleton College, Northfield, MN, USA","Renaissance Philanthropy, Washington D.C., USA"],"raw_orcid":"https://orcid.org/0009-0006-2900-4939","affiliations":[{"raw_affiliation_string":"Carleton College, Northfield, MN, USA","institution_ids":["https://openalex.org/I188497080"]},{"raw_affiliation_string":"Renaissance Philanthropy, Washington D.C., USA","institution_ids":["https://openalex.org/I3192341777"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011878856","display_name":"Matthew Zent","orcid":"https://orcid.org/0000-0003-4555-8764"},"institutions":[{"id":"https://openalex.org/I130238516","display_name":"University of Minnesota","ror":"https://ror.org/017zqws13","country_code":"US","type":"education","lineage":["https://openalex.org/I130238516"]},{"id":"https://openalex.org/I4210116619","display_name":"Bah\u00e1'\u00ed Agency for Social and Economic Development","ror":"https://ror.org/029v5kx43","country_code":"GB","type":"nonprofit","lineage":["https://openalex.org/I4210116619"]}],"countries":["GB","US"],"is_corresponding":false,"raw_author_name":"Matthew Zent","raw_affiliation_strings":["Eedi, Inc., London, UK","University of Minnesota, Minneapolis, MN, USA"],"raw_orcid":"https://orcid.org/0000-0003-4555-8764","affiliations":[{"raw_affiliation_string":"Eedi, Inc., London, UK","institution_ids":["https://openalex.org/I4210116619"]},{"raw_affiliation_string":"University of Minnesota, Minneapolis, MN, USA","institution_ids":["https://openalex.org/I130238516"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067513246","display_name":"Markus Hauru","orcid":"https://orcid.org/0000-0002-8295-6705"},"institutions":[{"id":"https://openalex.org/I3192341777","display_name":"Center for Effective Philanthropy","ror":"https://ror.org/04ngqe873","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I3192341777"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Markus Hauru","raw_affiliation_strings":["Renaissance Philanthropy, Washington D.C., USA"],"raw_orcid":"https://orcid.org/0000-0002-8295-6705","affiliations":[{"raw_affiliation_string":"Renaissance Philanthropy, Washington D.C., USA","institution_ids":["https://openalex.org/I3192341777"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038687622","display_name":"Anna N. Rafferty","orcid":"https://orcid.org/0000-0002-8319-5370"},"institutions":[{"id":"https://openalex.org/I188497080","display_name":"Carleton College","ror":"https://ror.org/03jep7677","country_code":"US","type":"education","lineage":["https://openalex.org/I188497080"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anna N. Rafferty","raw_affiliation_strings":["Carleton College, Northfield, MN, USA"],"raw_orcid":"https://orcid.org/0000-0002-8319-5370","affiliations":[{"raw_affiliation_string":"Carleton College, Northfield, MN, USA","institution_ids":["https://openalex.org/I188497080"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034068210","display_name":"Simon Woodhead","orcid":"https://orcid.org/0000-0002-2192-9797"},"institutions":[{"id":"https://openalex.org/I4210116619","display_name":"Bah\u00e1'\u00ed Agency for Social and Economic Development","ror":"https://ror.org/029v5kx43","country_code":"GB","type":"nonprofit","lineage":["https://openalex.org/I4210116619"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Simon Woodhead","raw_affiliation_strings":["Eedi, Inc., London, UK"],"raw_orcid":"https://orcid.org/0000-0002-2192-9797","affiliations":[{"raw_affiliation_string":"Eedi, Inc., London, UK","institution_ids":["https://openalex.org/I4210116619"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5017748704"],"corresponding_institution_ids":["https://openalex.org/I188497080","https://openalex.org/I3192341777"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.72805279,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"236","last_page":"244"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.40709999203681946,"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/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.40709999203681946,"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":0.08590000122785568,"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/T10467","display_name":"Psychometric Methodologies and Testing","score":0.043800000101327896,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.6967999935150146},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.6322000026702881},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.6046000123023987},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.5809000134468079},{"id":"https://openalex.org/keywords/generative-model","display_name":"Generative model","score":0.5060999989509583},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.4242999851703644},{"id":"https://openalex.org/keywords/language-model","display_name":"Language model","score":0.38960000872612}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7936000227928162},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.6967999935150146},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.6322000026702881},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.6046000123023987},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5993000268936157},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.5809000134468079},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.5060999989509583},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5012999773025513},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4560999870300293},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.4242999851703644},{"id":"https://openalex.org/C137293760","wikidata":"https://www.wikidata.org/wiki/Q3621696","display_name":"Language model","level":2,"score":0.38960000872612},{"id":"https://openalex.org/C44492722","wikidata":"https://www.wikidata.org/wiki/Q327069","display_name":"Conditional probability","level":2,"score":0.3880000114440918},{"id":"https://openalex.org/C114289077","wikidata":"https://www.wikidata.org/wiki/Q3284399","display_name":"Statistical model","level":2,"score":0.37709999084472656},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.3686999976634979},{"id":"https://openalex.org/C527412718","wikidata":"https://www.wikidata.org/wiki/Q855395","display_name":"Interpretation (philosophy)","level":2,"score":0.2994999885559082},{"id":"https://openalex.org/C95923904","wikidata":"https://www.wikidata.org/wiki/Q6760420","display_name":"Marginal likelihood","level":3,"score":0.27880001068115234},{"id":"https://openalex.org/C134261354","wikidata":"https://www.wikidata.org/wiki/Q938438","display_name":"Statistical inference","level":2,"score":0.27649998664855957},{"id":"https://openalex.org/C49781872","wikidata":"https://www.wikidata.org/wiki/Q1045555","display_name":"Maximum likelihood","level":2,"score":0.2678000032901764},{"id":"https://openalex.org/C57830394","wikidata":"https://www.wikidata.org/wiki/Q278079","display_name":"Posterior probability","level":3,"score":0.2515999972820282}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-29760-0_26","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-29760-0_26","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.8956631422042847}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W778476381","https://openalex.org/W2025595753","https://openalex.org/W2025719462","https://openalex.org/W2087922202","https://openalex.org/W2300094618","https://openalex.org/W2490857485","https://openalex.org/W2952164904","https://openalex.org/W3192405822","https://openalex.org/W4389727268","https://openalex.org/W4392023402","https://openalex.org/W4400773813","https://openalex.org/W4402670857","https://openalex.org/W7120088840"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2026-06-28T00:00:00"}
