{"id":"W7135540032","doi":"","title":"Vote Compass 2017","year":2017,"lang":"","type":"dataset","venue":"Discovery Research Portal (University of Dundee)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Compass; Salient; Voter registration; Voting; Government (linguistics); General election; Public policy","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","open_science","research_integrity","insufficient_payload"],"category_scores_codex":[0.009169541,0.001930503,0.003821555,0.004358846,0.007378428,0.001725516,0.01666404,0.002282575,0.007174422],"category_scores_gemma":[0.001458517,0.002617266,0.002316029,0.001507709,0.01933972,0.009987473,0.01211223,0.008128964,0.0377867],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008214171,"about_ca_system_score_gemma":0.007502676,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04554534,"about_ca_topic_score_gemma":0.06955512,"domain_scores_codex":[0.9767237,0.00320099,0.001237241,0.003972969,0.01014395,0.00472116],"domain_scores_gemma":[0.9786618,0.001161037,0.003843848,0.01095534,0.003141029,0.002236912],"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":[0.003375478,0.002843267,0.001025055,0.001668241,0.002597496,0.01556388,0.0004817283,0.00002934774,0.0006727588,0.0009600521,0.9703752,0.0004074547],"study_design_scores_gemma":[0.005136629,0.001703195,0.02734185,0.002868917,0.001017484,0.0002098648,0.01682904,0.0002163913,0.00005710492,0.0008853662,0.9409994,0.002734791],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.02373224,0.001572829,0.0000577447,0.0004308178,0.0008549315,0.002602365,0.9311489,0.00008264968,0.03951748],"genre_scores_gemma":[0.1846539,0.005517581,0.00008003679,0.00001096902,0.00037804,0.000002234873,0.7661337,0.000241797,0.04298172],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1650153,"threshold_uncertainty_score":0.9993439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1235437045916311,"score_gpt":0.3841203105180276,"score_spread":0.2605766059263965,"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."}}