{"id":"W4385323459","doi":"10.3389/fsoc.2023.965428","title":"A democracy built on communicative action: Bahá'í political practice as a prefigurative resource for institutional effectiveness, accountability, and inclusivity","year":2023,"lang":"en","type":"article","venue":"Frontiers in Sociology","topic":"Religion and Society Interactions","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Accountability; Democracy; Politics; Communicative action; Environmental ethics; Political science; Sociology; Action (physics); Public administration; Social science; Law","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":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.002036383,0.0001274009,0.0002809001,0.0001020382,0.001596381,0.00003456616,0.0002383966,0.0003370144,0.00001636834],"category_scores_gemma":[0.005495537,0.0001288253,0.0001029866,0.0002928669,0.002824944,0.0003505069,0.0001183362,0.0005410429,0.0000272711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000967395,"about_ca_system_score_gemma":0.0004054302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001938371,"about_ca_topic_score_gemma":0.0002560804,"domain_scores_codex":[0.9969946,0.001848746,0.000208072,0.0003272174,0.0002038511,0.0004175085],"domain_scores_gemma":[0.9928522,0.006542183,0.0001059739,0.00019711,0.0001867822,0.0001157219],"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":[0.0008843169,0.000332846,0.01353759,0.00004088347,0.0001700794,0.00000536477,0.1087967,0.00005777274,0.00004296809,0.8320488,0.04230609,0.001776579],"study_design_scores_gemma":[0.001026045,0.0002511058,0.02260696,0.00004921797,0.00003300405,0.00000647785,0.2363512,0.0003186479,0.00003039357,0.3214625,0.4176464,0.000217987],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7287309,0.0003311212,0.005156252,0.1213005,0.002718042,0.002348124,0.0001075301,0.0003084809,0.1389991],"genre_scores_gemma":[0.9948397,0.0004017222,0.001261327,0.002714174,0.0001794635,0.0003088281,0.00004107068,0.000009769002,0.0002439089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5105863,"threshold_uncertainty_score":0.9998888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06434672462269074,"score_gpt":0.4543337176088418,"score_spread":0.389986992986151,"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."}}