{"id":"W3093500723","doi":"10.5539/cis.v13n4p23","title":"GMSM: A Design Method for Misinformation-Aware Social Media","year":2020,"lang":"en","type":"article","venue":"Computer and Information Science","topic":"Digital Games and Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Misinformation; Social media; Computer science; Multimedia; Internet privacy; World Wide Web; Computer security","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007689063,0.002150868,0.0005374851,0.001422988,0.0007153047,0.001903223,0.002479028,0.001517188,0.006533747],"category_scores_gemma":[0.01602369,0.001075398,0.00143578,0.0004923041,0.001698081,0.00224711,0.002783554,0.001863994,0.00128123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001045139,"about_ca_system_score_gemma":0.002232046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001123774,"about_ca_topic_score_gemma":0.001959758,"domain_scores_codex":[0.9933171,0.003504217,0.0004352233,0.0007401559,0.001787298,0.000216009],"domain_scores_gemma":[0.9903795,0.005979274,0.0006892891,0.001096991,0.001586716,0.0002682796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006444731,0.0009404074,0.003885699,0.003642951,0.0003101611,0.001192773,0.00977462,0.1713538,0.06744558,0.2299256,0.009299526,0.5015844],"study_design_scores_gemma":[0.0002992585,0.001016033,0.0009712958,0.0007290239,0.0001990419,0.0008505241,0.001466993,0.7686108,0.03581252,0.0745953,0.1152785,0.0001706612],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.002389543,0.00002300034,0.994532,0.00008480477,0.00002087027,0.000436609,0.00003049788,0.0008331386,0.001649597],"genre_scores_gemma":[0.02990497,0.00005202231,0.9666895,0.00006312121,0.000008001378,0.001232603,0.00007131245,0.0002445732,0.001733762],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.007689063,"threshold_uncertainty_score":0.04066414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06849875845302889,"score_gpt":0.3388395326672211,"score_spread":0.2703407742141922,"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."}}