{"id":"W1572116347","doi":"","title":"Futures of Democracy","year":2014,"lang":"en","type":"article","venue":"The innovation journal","topic":"Social Media and Politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Parliament; Honour; Democracy; Politics; Law; Civil liberties; Sociology; Political science; Economic history; Media studies; History","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":[0.0009780478,0.00003604981,0.00006757948,0.00006971072,0.0007321236,0.00004467471,0.000170281,0.00004849168,0.0001801569],"category_scores_gemma":[0.0005045185,0.00002575878,0.00003020762,0.0004897363,0.0001621608,0.00008301482,0.00000774758,0.0001626222,0.00001348459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002543862,"about_ca_system_score_gemma":0.000161332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001009631,"about_ca_topic_score_gemma":0.00007836836,"domain_scores_codex":[0.9990966,0.0001915911,0.0002209536,0.00003449857,0.0003105956,0.000145705],"domain_scores_gemma":[0.9991018,0.0002024726,0.000209246,0.00006005812,0.0003879138,0.00003856936],"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":[0.000005990496,0.0000202763,0.01769053,0.000003372973,0.00001647895,5.032679e-7,0.0253685,0.000004435753,0.000869337,0.8701818,0.01844936,0.06738942],"study_design_scores_gemma":[0.00027086,0.000040138,0.01508519,0.00001446156,0.00001568846,0.000007174744,0.02032827,0.0000301474,0.0005158201,0.2869281,0.6766761,0.00008799684],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9447902,0.00003796864,0.004576161,0.01669786,0.002453287,0.00007246797,0.000001170249,0.00001942278,0.03135144],"genre_scores_gemma":[0.9951225,0.00001529481,0.0002048368,0.0009975031,0.002994793,7.314785e-7,6.069621e-7,0.000003733409,0.0006599987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6582268,"threshold_uncertainty_score":0.5630977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02690801770232187,"score_gpt":0.3295579961912884,"score_spread":0.3026499784889666,"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."}}