{"id":"W1517023778","doi":"10.3386/w20552","title":"A Theory of Minimalist Democracy","year":2014,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"Religion and Society Interactions","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; University of British Columbia; Canadian Institute for Advanced Research","funders":"","keywords":"Democracy; Minimalist program; Democratic theory; Political science; Mathematics; Computer science; Natural language processing; Law; Politics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01458478,0.0001142144,0.000407755,0.0004576778,0.0003649031,0.00005063113,0.0006037902,0.0003662145,0.002192704],"category_scores_gemma":[0.006404526,0.0001190466,0.0003603483,0.0001940071,0.001085897,0.0001196964,0.00008708191,0.000584844,0.0002011866],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001495122,"about_ca_system_score_gemma":0.008641802,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01309504,"about_ca_topic_score_gemma":0.001339079,"domain_scores_codex":[0.9959037,0.0007627031,0.0006795014,0.0002893177,0.002059236,0.0003054916],"domain_scores_gemma":[0.991839,0.003870029,0.0004690115,0.0002298123,0.003474051,0.0001181309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000179371,0.00004390875,0.0003182617,0.00005236472,0.00009989323,3.053572e-7,0.0008100826,0.0000112597,0.00001905729,0.6926975,0.3052226,0.0007069134],"study_design_scores_gemma":[0.0001211542,0.00003857464,0.0003033801,0.00008852809,0.00001119213,0.000002023306,0.001371258,0.000019348,0.00004713955,0.5386767,0.4592194,0.0001013394],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001613149,0.0002849317,0.00001031612,0.002856344,0.0006625116,0.0002858544,0.00006489969,0.00001185707,0.9942101],"genre_scores_gemma":[0.9098407,0.004699661,0.0001496866,0.00006720299,0.001472126,0.00004175775,0.0001280854,0.00002487676,0.08357587],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9106343,"threshold_uncertainty_score":0.9987195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4238057592054764,"score_gpt":0.5893950199943011,"score_spread":0.1655892607888247,"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."}}