{"id":"W2773746668","doi":"10.7202/1042280ar","title":"New Trouble For Deliberative Democracy","year":2017,"lang":"fr","type":"article","venue":"Les ateliers de l éthique","topic":"Social Media and Politics","field":"Social Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Connecticut","keywords":"Deliberation; Democracy; Deliberative democracy; Politics; Political science; Sociology; Environmental ethics; Law; Philosophy","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0004497392,0.0002231297,0.0003144293,0.00003108588,0.002938708,0.0004024815,0.0006709653,0.00078858,0.000350731],"category_scores_gemma":[0.001719168,0.0002515634,0.0002390249,0.00007208212,0.0008833949,0.0004458232,0.00006724566,0.0004508177,0.0001333147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004494426,"about_ca_system_score_gemma":0.001151444,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0302638,"about_ca_topic_score_gemma":0.004785349,"domain_scores_codex":[0.9980147,0.00027611,0.0002572184,0.0002905265,0.0002228483,0.0009385491],"domain_scores_gemma":[0.9979386,0.0006642722,0.0002703623,0.000353027,0.0002005419,0.0005732151],"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":[0.00004025511,0.00003591337,0.005500745,0.00005801238,0.00008834269,0.00001498969,0.05531564,0.000008752396,0.00009509303,0.7915115,0.04803981,0.09929094],"study_design_scores_gemma":[0.0006312848,0.0001023466,0.0007906667,0.00009157106,0.00009764385,0.000002991046,0.009230133,0.0001409056,0.001650428,0.4708669,0.5160949,0.0003001537],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.221927,0.009578985,0.05303311,0.4330524,0.02063324,0.002276416,0.0002065039,0.0002403152,0.259052],"genre_scores_gemma":[0.7754599,0.003320218,0.04231106,0.00688797,0.01228128,0.00008868541,0.00001607689,0.00008838021,0.1595464],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5535329,"threshold_uncertainty_score":0.9999937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05616687026607205,"score_gpt":0.3626114434247816,"score_spread":0.3064445731587096,"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."}}