{"id":"W2307822577","doi":"10.7202/1043386ar","title":"Political institutions appropriate for today","year":2016,"lang":"en","type":"article","venue":"Sens public","topic":"Political and Social Issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Politics; Political science; Political economy; Sociology; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003312472,0.00006105322,0.0001025116,0.00004196832,0.0005859055,0.00008236864,0.0001495348,0.0001057482,0.0001333032],"category_scores_gemma":[0.001952968,0.0000406859,0.00007382139,0.0001238706,0.0006919778,0.0002219804,0.00002743792,0.00003985238,0.0001790187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000141694,"about_ca_system_score_gemma":0.0004054774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006434506,"about_ca_topic_score_gemma":0.0007930032,"domain_scores_codex":[0.9987383,0.00008832994,0.0001133673,0.000145282,0.0001841783,0.000730569],"domain_scores_gemma":[0.9990939,0.0002634307,0.00001717166,0.0001013759,0.0001383235,0.0003857426],"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":[0.000001228426,0.00002886741,0.0001833471,0.000001739896,0.000006331251,5.383204e-7,0.0004354786,2.753576e-9,0.00007584252,0.992949,0.001031947,0.005285689],"study_design_scores_gemma":[0.0001388039,0.00001179407,0.000349311,0.000004326697,0.000004520343,1.948162e-7,0.0007605256,8.157613e-7,0.00008412139,0.3082978,0.6902744,0.00007343687],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04220778,0.00003995811,0.003948877,0.3063256,0.0007377831,0.0003456844,0.00009239787,0.0002882219,0.6460137],"genre_scores_gemma":[0.9852958,0.000005305288,0.0002879137,0.0006769975,0.001285304,0.00002507999,0.000002832258,0.00000588762,0.01241485],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9430881,"threshold_uncertainty_score":0.4506371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09939203769884049,"score_gpt":0.3744907226603773,"score_spread":0.2750986849615368,"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."}}