{"response":{"docs":[{"system_create_dtsi":"2022-11-02T20:37:11Z","system_modified_dtsi":"2022-11-02T20:37:48Z","has_model_ssim":["Dataset"],"id":"8g84mn96g","accessControl_ssim":["0a2a5f60-6e04-46e4-a92a-cbff81bf4244"],"hasRelatedMediaFragment_ssim":["bz60cx50k"],"hasRelatedImage_ssim":["bz60cx50k"],"depositor_ssim":["mccabeen@ucmail.uc.edu"],"depositor_tesim":["mccabeen@ucmail.uc.edu"],"title_tesim":["Coherence_Evaluations - nws_climate.csv"],"date_uploaded_dtsi":"2022-11-02T20:37:10Z","date_modified_dtsi":"2022-11-02T20:37:48Z","isPartOf_ssim":["admin_set/default"],"doi_tesim":["doi:10.7945/s9xv-2v12"],"time_period_tesim":["21st century"],"college_tesim":["Libraries"],"department_tesim":["Digital Scholarship Center (DSC)"],"creator_tesim":["McCabe, Erin E."],"publisher_tesim":["University of Cincinnati"],"subject_tesim":["Natural Language Processing","Journalism","Coherence"],"language_tesim":["English"],"description_tesim":["CSV files containing the topic coherence scoring pertaining to datasets of:\r\nDocumentCount = 5,000\r\nCorpus = (one of) Federal Caselaw [cas] / Pubmed-Abstracts [pma] / Pubmed-Central [pmc]\r\nSearchTerm[s] = (one of) Earth / Environmental / Climate / Pollution / Random 5k documents of a specific corpus\r\n\r\nCoherence was scored across every combination of:\r\nTopicCount: 10-40\r\nHyperparameter-Alpha: [0.01, 0.31, 0.61, 0.91, symmetric, asymmetric]\r\nHyperparameter-Beta: [0.01, 0.31, 0.61, 0.91, automatic, symmetric]\r\n\r\nThe columns in this file include:\r\nValidation_Set: Which search term this scoring pertains to\r\nTopics: Number of topics in the model\r\nAlpha: Hyperparameter alpha selection from the 6 options above\r\nBeta: Hyperparameter beta selection from the 6 options above\r\nCoherence: The topic coherence score for the given model-row\r\nPerplexity: The perplexity score for the given model-row\r\n"],"license_tesim":["http://www.opendatacommons.org/licenses/pddl/1.0/"],"date_created_tesim":["2022"],"thumbnail_path_ss":"/assets/work-ff055336041c3f7d310ad69109eda4a887b16ec501f35afc0a547c4adb97ee72.png","suppressed_bsi":false,"actionable_workflow_roles_ssim":["admin_set/default-default-depositing"],"workflow_state_name_ssim":["deposited"],"member_ids_ssim":["bz60cx50k"],"member_of_collections_ssim":["Coherence Evaluations for 'Model of Models' Methods"],"member_of_collection_ids_ssim":["rr171z875"],"file_set_ids_ssim":["bz60cx50k"],"visibility_ssi":"open","admin_set_tesim":["Default Admin Set"],"sort_title_ssi":"COHERENCE_EVALUATIONS NWS_CLIMATECSV","human_readable_type_tesim":["Dataset"],"read_access_group_ssim":["public"],"edit_access_group_ssim":["admin"],"edit_access_person_ssim":["mccabeen@ucmail.uc.edu"],"nesting_collection__ancestors_ssim":["ng451k09w","ng451k09w/rr171z875"],"nesting_collection__parent_ids_ssim":["rr171z875"],"nesting_collection__pathnames_ssim":["ng451k09w/rr171z875/8g84mn96g"],"nesting_collection__deepest_nested_depth_isi":3,"_version_":1749763434168188928,"timestamp":"2022-11-17T17:00:46.953Z","score":0.00049999997},{"system_create_dtsi":"2018-03-26T15:41:24Z","system_modified_dtsi":"2018-03-27T16:06:13Z","has_model_ssim":["Etd"],"id":"1z40ks87x","accessControl_ssim":["1cdc0103-d7cf-4e2a-a4af-bf0afa0693ce"],"hasRelatedMediaFragment_ssim":["3x816m68b"],"hasRelatedImage_ssim":["3x816m68b"],"depositor_ssim":["ucdp@uc.edu"],"depositor_tesim":["ucdp@uc.edu"],"title_tesim":["The Editorial Treatment Of Major Problems In Education In Selected Newspapers, 1945  1949."],"date_uploaded_dtsi":"2018-03-26T15:41:24Z","date_modified_dtsi":"2018-03-26T15:41:24Z","isPartOf_ssim":["admin_set/default"],"degree_tesim":["Ed.D."],"college_tesim":["Other"],"department_tesim":["Other"],"etd_publisher_tesim":["University of Cincinnati"],"creator_tesim":["Buelke, John A."],"publisher_tesim":["University of Cincinnati"],"subject_tesim":["Journalism","Education, Philosophy of"],"language_tesim":["English"],"description_tesim":["Abstract not available."],"license_tesim":["http://rightsstatements.org/vocab/InC/1.0/"],"date_created_tesim":["1952"],"thumbnail_path_ss":"/downloads/3x816m68b?file=thumbnail","suppressed_bsi":false,"actionable_workflow_roles_ssim":["admin_set/default-default-depositing"],"workflow_state_name_ssim":["deposited"],"member_ids_ssim":["3x816m68b"],"file_set_ids_ssim":["3x816m68b"],"visibility_ssi":"open","admin_set_tesim":["Default Admin Set"],"sort_title_ssi":"EDITORIAL TREATMENT OF MAJOR PROBLEMS IN EDUCATION IN SELECTED NEWSPAPERS 1945 1949","human_readable_type_tesim":["Etd"],"read_access_group_ssim":["public"],"edit_access_person_ssim":["ucdp@uc.edu"],"nesting_collection__pathnames_ssim":["1z40ks87x"],"nesting_collection__deepest_nested_depth_isi":1,"_version_":1697101832251244544,"timestamp":"2021-04-15T10:27:09.744Z","score":0.00049999997}],"facets":[{"name":"human_readable_type_sim","items":[{"value":"Dataset","hits":1,"label":"Dataset"},{"value":"Etd","hits":1,"label":"Etd"}],"label":"Human Readable Type Sim"},{"name":"creator_sim","items":[{"value":"Buelke, John A.","hits":1,"label":"Buelke, John A."},{"value":"McCabe, Erin E.","hits":1,"label":"McCabe, Erin E."}],"label":"Creator Sim"},{"name":"subject_sim","items":[{"value":"Journalism","hits":2,"label":"Journalism"},{"value":"Coherence","hits":1,"label":"Coherence"},{"value":"Education, Philosophy of","hits":1,"label":"Education, Philosophy of"},{"value":"Natural Language Processing","hits":1,"label":"Natural Language Processing"}],"label":"Subject Sim"},{"name":"college_sim","items":[{"value":"Libraries","hits":1,"label":"Libraries"},{"value":"Other","hits":1,"label":"Other"}],"label":"College Sim"},{"name":"department_sim","items":[{"value":"Digital Scholarship Center (DSC)","hits":1,"label":"Digital Scholarship Center (DSC)"},{"value":"Other","hits":1,"label":"Other"}],"label":"Department Sim"},{"name":"language_sim","items":[{"value":"English","hits":2,"label":"English"}],"label":"Language Sim"},{"name":"publisher_sim","items":[{"value":"University of Cincinnati","hits":2,"label":"University of Cincinnati"}],"label":"Publisher Sim"},{"name":"date_created_sim","items":[{"value":"1952","hits":1,"label":"1952"},{"value":"2022","hits":1,"label":"2022"}],"label":"Date Created Sim"},{"name":"member_of_collection_ids_ssim","items":[{"value":"rr171z875","hits":1,"label":"rr171z875"}],"label":"Member Of Collection Ids Ssim"},{"name":"generic_type_sim","items":[{"value":"Work","hits":2,"label":"Work"}],"label":"Generic Type Sim"}],"pages":{"current_page":1,"next_page":null,"prev_page":null,"total_pages":1,"limit_value":10,"offset_value":0,"total_count":2,"first_page?":true,"last_page?":true}}}