{"id":"W3015122099","doi":"10.1332/030557320x15837138808157","title":"Improving the political judgement of citizens: why the task environment matters","year":2020,"lang":"en","type":"article","venue":"Policy & Politics","topic":"Electoral Systems and Political Participation","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute on Governance","funders":"","keywords":"Judgement; Politics; Framing (construction); Task (project management); Political efficacy; Political science; Public relations; Political communication; Cognition; Social psychology; Psychology; Law; Economics; Management; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003655652,0.0001352649,0.0001823876,0.00002971786,0.0004723344,0.00007368052,0.0003832493,0.00007155256,0.0001558754],"category_scores_gemma":[0.000547265,0.00008555306,0.0001185785,0.0001540303,0.0008439447,0.0000625593,0.000102569,0.0001718946,0.00009702634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002732503,"about_ca_system_score_gemma":0.0002415055,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0942781,"about_ca_topic_score_gemma":0.0003675653,"domain_scores_codex":[0.9975227,0.0004085297,0.0003982772,0.0001779935,0.0005391371,0.0009533522],"domain_scores_gemma":[0.9988279,0.0003252088,0.0001188625,0.0002679623,0.00004496997,0.000415145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002568447,0.00002140537,0.0009009722,0.00002682127,0.00002002751,6.165021e-7,0.005062902,0.00001350278,0.000712297,0.985217,0.007865062,0.0001568303],"study_design_scores_gemma":[0.0005911672,0.0003753504,0.01041893,0.00005363243,0.0002625064,0.000003288659,0.01124148,0.001381317,0.006780976,0.1173395,0.8509003,0.0006515872],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.08185115,0.00007484054,0.0009217115,0.9038396,0.0001883443,0.0006391337,0.00008453546,0.00006167696,0.01233895],"genre_scores_gemma":[0.9372955,0.000005551175,0.00003396251,0.06050818,0.001801864,0.0000287589,0.000003414626,0.00001557533,0.0003072127],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8678775,"threshold_uncertainty_score":0.9117532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05448738007861607,"score_gpt":0.3275600760962464,"score_spread":0.2730726960176303,"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."}}