{"id":"W3036709152","doi":"10.1145/3384772.3385125","title":"Designing Participedia: A Collaborative Research Platform","year":2020,"lang":"en","type":"article","venue":"","topic":"Social Media and Politics","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Emily Carr University of Art and Design","funders":"","keywords":"Crowdsourcing; Participatory design; Democracy; Citizen journalism; Computer science; Participatory culture; Knowledge management; Open source; Collaborative software; Corporate governance; World Wide Web; Public relations; Political science; Sociology; Engineering; Business; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01859392,0.0007094571,0.000530348,0.001753901,0.003264653,0.007192,0.002121805,0.001880963,0.01504035],"category_scores_gemma":[0.02092515,0.0008727325,0.0007568179,0.001571084,0.002095849,0.006951372,0.008370494,0.001899023,0.006495192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008868559,"about_ca_system_score_gemma":0.004726635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003652145,"about_ca_topic_score_gemma":0.0007314926,"domain_scores_codex":[0.9875414,0.008537284,0.0004721539,0.001541837,0.001323693,0.0005835905],"domain_scores_gemma":[0.9817701,0.0101422,0.0006312872,0.003614662,0.001888384,0.001953311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001272048,0.002116416,0.005833989,0.003063257,0.0002233896,0.001680759,0.05967382,0.009612395,0.04166371,0.2181556,0.09218921,0.5645154],"study_design_scores_gemma":[0.0004571664,0.0006747361,0.001307533,0.0005057221,0.00009140583,0.0004901846,0.01242219,0.0117945,0.016376,0.09083164,0.8648851,0.0001638254],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02887079,0.0002567201,0.8932339,0.002630405,0.0007829308,0.008238973,0.001421127,0.005051856,0.05951325],"genre_scores_gemma":[0.0851326,0.000245571,0.8726162,0.0007679846,0.0001688485,0.01456284,0.001513724,0.001187973,0.02380417],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01859392,"threshold_uncertainty_score":0.09833521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3330372970054777,"score_gpt":0.4777450040580895,"score_spread":0.1447077070526117,"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."}}