{"id":"W7039419196","doi":"","title":"Making Election Fairer","year":2017,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Democracy; General election; Democratic legitimacy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01147814,0.0005862092,0.0004628883,0.00106008,0.006363456,0.01243022,0.001059573,0.005780679,0.1522577],"category_scores_gemma":[0.04900206,0.0005489266,0.0005866468,0.0008282252,0.003642943,0.0133167,0.007106723,0.008980954,0.0596209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002434167,"about_ca_system_score_gemma":0.005844577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006005958,"about_ca_topic_score_gemma":0.01565041,"domain_scores_codex":[0.9889261,0.003425375,0.0003966205,0.001012733,0.003967709,0.002271575],"domain_scores_gemma":[0.9864827,0.003972036,0.0008084687,0.001951066,0.003561794,0.003223901],"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":[0.00001689546,0.00003296371,0.0002264045,0.00003987909,0.000004555936,0.00003200973,0.0005640975,0.00006795097,0.0001361238,0.08337252,0.8742971,0.04120954],"study_design_scores_gemma":[0.000007987204,0.000007066817,0.0003433289,0.0000344826,0.000002335448,0.0000142738,0.0003807889,0.00003122716,0.00009826927,0.01049706,0.9885753,0.000008010921],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002739152,0.002866017,0.004606177,0.1623569,0.03154467,0.0001036872,0.0003598061,0.0008459126,0.7945778],"genre_scores_gemma":[0.06653421,0.002847429,0.003749205,0.08070171,0.01117439,0.0002077817,0.0007645197,0.0009569717,0.8330638],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1522577,"threshold_uncertainty_score":0.5093529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01355291485863818,"score_gpt":0.2420010652946712,"score_spread":0.228448150436033,"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."}}