{"id":"https://openalex.org/W4416988093","doi":"https://doi.org/10.3233/faia251623","title":"Extracting Unwritten Sentencing Rules from Czech Higher Courts\u2019 Verdicts","display_name":"Extracting Unwritten Sentencing Rules from Czech Higher Courts\u2019 Verdicts","publication_year":2025,"publication_date":"2025-12-02","ids":{"openalex":"https://openalex.org/W4416988093","doi":"https://doi.org/10.3233/faia251623"},"language":null,"primary_location":{"id":"doi:10.3233/faia251623","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia251623","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.3233/faia251623","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5111491764","display_name":"Tom\u00e1\u0161 Knap","orcid":null},"institutions":[{"id":"https://openalex.org/I21250087","display_name":"Charles University","ror":"https://ror.org/024d6js02","country_code":"CZ","type":"education","lineage":["https://openalex.org/I21250087"]}],"countries":["CZ"],"is_corresponding":true,"raw_author_name":"Tom\u00e1\u0161 Knap","raw_affiliation_strings":["Faculty of Law, Charles University, Prague, Czech Republic"],"affiliations":[{"raw_affiliation_string":"Faculty of Law, Charles University, Prague, Czech Republic","institution_ids":["https://openalex.org/I21250087"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5111491764"],"corresponding_institution_ids":["https://openalex.org/I21250087"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.78370682,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"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/T13643","display_name":"Artificial Intelligence in Law","score":0.571399986743927,"subfield":{"id":"https://openalex.org/subfields/3320","display_name":"Political Science and International Relations"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T13643","display_name":"Artificial Intelligence in Law","score":0.571399986743927,"subfield":{"id":"https://openalex.org/subfields/3320","display_name":"Political Science and International Relations"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T14012","display_name":"Comparative and International Law Studies","score":0.05139999836683273,"subfield":{"id":"https://openalex.org/subfields/3308","display_name":"Law"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10802","display_name":"Judicial and Constitutional Studies","score":0.042899999767541885,"subfield":{"id":"https://openalex.org/subfields/3308","display_name":"Law"},"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/czech","display_name":"Czech","score":0.8787999749183655},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.5812000036239624},{"id":"https://openalex.org/keywords/supreme-court","display_name":"Supreme court","score":0.5250999927520752},{"id":"https://openalex.org/keywords/admissible-evidence","display_name":"Admissible evidence","score":0.43369999527931213},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.4246000051498413},{"id":"https://openalex.org/keywords/criminal-law","display_name":"Criminal law","score":0.37459999322891235},{"id":"https://openalex.org/keywords/section","display_name":"Section (typography)","score":0.3260999917984009}],"concepts":[{"id":"https://openalex.org/C2777842544","wikidata":"https://www.wikidata.org/wiki/Q9056","display_name":"Czech","level":2,"score":0.8787999749183655},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.5812000036239624},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.5526000261306763},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.546999990940094},{"id":"https://openalex.org/C2778272461","wikidata":"https://www.wikidata.org/wiki/Q190752","display_name":"Supreme court","level":2,"score":0.5250999927520752},{"id":"https://openalex.org/C159926677","wikidata":"https://www.wikidata.org/wiki/Q852633","display_name":"Admissible evidence","level":2,"score":0.43369999527931213},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.4246000051498413},{"id":"https://openalex.org/C202565627","wikidata":"https://www.wikidata.org/wiki/Q146491","display_name":"Criminal law","level":2,"score":0.37459999322891235},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.34459999203681946},{"id":"https://openalex.org/C2780129039","wikidata":"https://www.wikidata.org/wiki/Q1931107","display_name":"Section (typography)","level":2,"score":0.3260999917984009},{"id":"https://openalex.org/C504945742","wikidata":"https://www.wikidata.org/wiki/Q146071","display_name":"Criminal procedure","level":2,"score":0.32260000705718994},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.2978000044822693},{"id":"https://openalex.org/C117660856","wikidata":"https://www.wikidata.org/wiki/Q1964968","display_name":"Criminal investigation","level":2,"score":0.29499998688697815},{"id":"https://openalex.org/C200288055","wikidata":"https://www.wikidata.org/wiki/Q2621792","display_name":"Element (criminal law)","level":2,"score":0.27709999680519104},{"id":"https://openalex.org/C100505606","wikidata":"https://www.wikidata.org/wiki/Q6302997","display_name":"Judicial opinion","level":2,"score":0.2761000096797943},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.2759999930858612},{"id":"https://openalex.org/C102587632","wikidata":"https://www.wikidata.org/wiki/Q117488","display_name":"Criminal justice","level":2,"score":0.2727000117301941},{"id":"https://openalex.org/C170706310","wikidata":"https://www.wikidata.org/wiki/Q30216","display_name":"Common law","level":2,"score":0.2689000070095062},{"id":"https://openalex.org/C2778805511","wikidata":"https://www.wikidata.org/wiki/Q1713","display_name":"Citation","level":2,"score":0.25609999895095825}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/faia251623","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia251623","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"}],"best_oa_location":{"id":"doi:10.3233/faia251623","is_oa":true,"landing_page_url":"https://doi.org/10.3233/faia251623","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Czech":[0,33,102],"courts":[1,88],"operate":[2],"without":[3],"formal":[4],"sentencing":[5,30,104],"guidelines,":[6],"relying":[7],"on":[8],"implicit":[9,103],"principles":[10,78],"that":[11],"remain":[12],"unmapped":[13],"and":[14,51,59,63,80,106],"inconsistently":[15],"applied.":[16],"This":[17,93],"poster":[18],"presents":[19],"an":[20],"early-stage":[21],"project":[22],"developing":[23],"a":[24,107],"four-phase":[25],"pipeline":[26,73],"to":[27,75,89],"extract":[28],"unwritten":[29],"rules":[31,54,105],"from":[32,86],"higher":[34],"court":[35,84],"decisions.":[36],"The":[37,72],"methodology":[38,109],"combines:":[39],"(i)":[40],"thematic":[41],"analysis":[42],"for":[43,110],"reasoning":[44],"pattern":[45],"identification,":[46],"(ii)":[47],"LLM-Based":[48],"rule":[49],"extraction":[50],"classification":[52],"of":[53,101],"(iii)":[55],"cross-decision":[56],"semantic":[57],"matching":[58],"citation":[60],"network":[61],"analysis,":[62],"(iv)":[64],"planned":[65],"expert":[66],"validation":[67],"with":[68],"criminal":[69,112],"law":[70,113],"scholars.":[71],"aims":[74],"reveal":[76],"how":[77],"emerge":[79],"propagate":[81],"across":[82],"the":[83,90,97],"hierarchy,":[85],"district":[87],"Supreme":[91],"Court.":[92],"work":[94],"will":[95],"provide":[96],"first":[98],"systematic":[99],"mapping":[100],"transferable":[108],"other":[111],"jurisdictions.":[114]},"counts_by_year":[],"updated_date":"2026-03-07T16:01:11.037858","created_date":"2025-12-04T00:00:00"}
