{"id":"W2221994136","doi":"10.25916/sut.26256326","title":"Grassroots versus Astroturf: discrediting democracy","year":2006,"lang":"en","type":"article","venue":"Swinburne Research Bank (Swinburne University of Technology)","topic":"Historical and Contemporary Political Dynamics","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Grassroots; Democracy; Political science; Law; Project commissioning; Publishing; Sociology; Politics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005856975,0.0003071176,0.0002675295,0.0009254651,0.01832243,0.01174073,0.0008498269,0.00372996,0.01091415],"category_scores_gemma":[0.007045428,0.0001831675,0.0001587812,0.001290844,0.06481351,0.007833065,0.006934952,0.007655106,0.0009345124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01352939,"about_ca_system_score_gemma":0.008812837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02477985,"about_ca_topic_score_gemma":0.04605722,"domain_scores_codex":[0.9934727,0.003581452,0.0000621122,0.0005392857,0.0008310956,0.001513414],"domain_scores_gemma":[0.9974032,0.001467623,0.0001959719,0.0002948313,0.0001650425,0.0004733951],"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":[0.00000777978,0.000006346167,0.000140458,0.00001219943,9.328381e-7,0.00007334873,0.02633411,0.00005581722,0.00003628848,0.9639792,0.005006125,0.004347365],"study_design_scores_gemma":[0.00002723117,0.00002760748,0.0008877279,0.0001914945,0.000003277989,0.0001387638,0.04904347,0.0002730468,0.0001933986,0.4913242,0.4578752,0.00001475915],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05503028,0.00302908,0.002718849,0.0802308,0.0006340922,0.00002428337,0.00001917016,0.0000326983,0.8582808],"genre_scores_gemma":[0.9462554,0.0009505691,0.0004551486,0.00602028,0.0001991359,0.0000196933,0.000008556137,0.0000637479,0.04602747],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02477985,"threshold_uncertainty_score":0.09816301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04716543776952496,"score_gpt":0.258231296239951,"score_spread":0.2110658584704261,"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."}}