{"id":"W6920480970","doi":"10.6068/dp15cc69f52e521","title":"TREND: Leip, David, Dave Leip's Atlas of US Presidential Elections. United States Election Results: Presidential Election Results - Vote Count | State: Ohio | County: Adams, Allen, Ashland, Ashtabula, Athens, Auglaize, Belmont, Brown, Butler, Carroll, Champaign, Clark, Clermont, Clinton, Columbiana, Coshocton, Crawford, Cuyahoga, Darke, Defiance, Delaware, Erie, Fairfield, Fayette, Franklin, Fulton, Gallia, Geauga, Greene, Guernsey, Hamilton, Hancock, Hardin, Harrison, Henry, Highland, Hocking, Holmes, Huron, Jackson, Jefferson, Knox, Lake, Lawrence, Licking, Logan, Lorain, Lucas, Madison, Mahoning, Marion, Medina, Meigs, Mercer, Miami, Monroe, Montgomery, Morgan, Morrow, Muskingum, Noble, Ottawa, Paulding, Perry, Pickaway, Pike, Portage, Preble, Putnam, Richland, Ross, Sandusky, Scioto, Seneca, Shelby, Stark, Summit, Trumbull, Tuscarawas, Union, Van Wert, Vinton, Warren, Washington, Wayne, Williams, Wood, Wyandot | Political Party: All Parties, Democratic, Republican, Other, 1912 - 2016. Data-Planet™ Statistical Datasets by Conquest Systems, Inc. Dataset-ID: 027-001-003","year":2017,"lang":"en","type":"other","venue":"Data Planet","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Presidential system; Presidential election; Politics; Atlas (anatomy); Government (linguistics); General election","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity"],"category_scores_codex":[0.01211422,0.009046954,0.01040131,0.004200319,0.004996052,0.006761333,0.0139499,0.006472887,0.003851196],"category_scores_gemma":[0.002071311,0.009740347,0.0003013705,0.002493222,0.005138554,0.007262348,0.004611896,0.009244933,0.0005678762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002276413,"about_ca_system_score_gemma":0.004900542,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8161731,"about_ca_topic_score_gemma":0.9404156,"domain_scores_codex":[0.945321,0.007151138,0.01413102,0.01379006,0.009400606,0.01020612],"domain_scores_gemma":[0.9542285,0.002648814,0.01693938,0.01876794,0.00224338,0.005172022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01243289,0.003533906,0.007743621,0.002459432,0.009323983,0.002403723,0.000266576,0.0007530402,0.0002473962,0.00007138568,0.9599403,0.000823807],"study_design_scores_gemma":[0.02530801,0.002807805,0.001302949,0.001915786,0.007451388,0.001471695,0.0003609537,0.007304004,0.0001453928,0.00004597608,0.9426987,0.009187344],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0008938582,0.03519734,0.001082417,0.0002982884,0.006627279,0.01128927,0.9399881,0.002610607,0.002012878],"genre_scores_gemma":[0.003072403,0.03846254,0.0008794913,0.001202515,0.003576206,0.001191235,0.9177558,0.003966416,0.02989333],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1242426,"threshold_uncertainty_score":0.9975689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0157931561901974,"score_gpt":0.2573622742147043,"score_spread":0.2415691180245069,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}