{"id":"W1964718181","doi":"10.1007/s10257-007-0069-6","title":"Towards decision support for participatory democracy","year":2007,"lang":"en","type":"article","venue":"Information Systems and e-Business Management","topic":"Multi-Agent Systems and Negotiation","field":"Computer Science","cited_by":51,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"","keywords":"Software deployment; Citizen journalism; Decision support system; Democracy; Elaboration; Participatory GIS; Knowledge management; Computer science; Participatory design; Management science; Process management; Business; Political science; Engineering; World Wide Web; Politics; Operations management; Artificial intelligence; Software engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02416307,0.0009044204,0.001406453,0.001631272,0.003076444,0.01016583,0.003525358,0.004133723,0.0125126],"category_scores_gemma":[0.05826022,0.0008651352,0.001494421,0.001796271,0.006562055,0.01201193,0.01190163,0.005402366,0.002156001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001861436,"about_ca_system_score_gemma":0.004138299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001269709,"about_ca_topic_score_gemma":0.001101006,"domain_scores_codex":[0.9715156,0.0189345,0.001219368,0.002296526,0.004678952,0.001354948],"domain_scores_gemma":[0.9555055,0.03150425,0.001813648,0.007119624,0.003030802,0.001026257],"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":[0.000107548,0.000128797,0.0004541434,0.0001805621,0.00006010118,0.0001216613,0.002537105,0.0142273,0.0008788575,0.9274274,0.0023851,0.05149158],"study_design_scores_gemma":[0.00003657267,0.00002046109,0.00005309076,0.0000483288,0.00001008927,0.00001664867,0.0003081709,0.03485826,0.0005733353,0.9554142,0.008647806,0.00001305918],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01669214,0.0004109896,0.9299855,0.008023768,0.0002446724,0.0002597146,0.00009507763,0.0005674462,0.04372066],"genre_scores_gemma":[0.7004521,0.000323714,0.2892124,0.0006084335,0.0001533144,0.0005675547,0.0002521455,0.0001506506,0.008279645],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02416307,"threshold_uncertainty_score":0.1277881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03635602732767836,"score_gpt":0.2897909053304075,"score_spread":0.2534348780027292,"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."}}