{"id":"W4223904087","doi":"10.3390/info13040201","title":"A Framework for Online Public Health Debates: Some Design Elements for Visual Analytics Systems","year":2022,"lang":"en","type":"article","venue":"Information","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Public relations; Public health; Analytics; Computer science; Visual analytics; Internet privacy; Social media; Online participation; Data science; World Wide Web; Sociology; Political science; Visualization; The Internet; Medicine; Artificial intelligence","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":[0.016355,0.001987298,0.001544031,0.006253465,0.002549989,0.01675436,0.005813218,0.00381633,0.01150486],"category_scores_gemma":[0.02624207,0.002100494,0.004745112,0.00462115,0.005983531,0.01641228,0.009385671,0.005646718,0.004051472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003343498,"about_ca_system_score_gemma":0.002371378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006584246,"about_ca_topic_score_gemma":0.005165587,"domain_scores_codex":[0.9915387,0.004403765,0.0009856822,0.001259733,0.001409175,0.0004029027],"domain_scores_gemma":[0.986192,0.007312809,0.0006635844,0.002494233,0.002130405,0.001207062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005035707,0.0003477346,0.002356874,0.001498964,0.0001678715,0.000601601,0.01169443,0.01265373,0.009341116,0.7208412,0.02395981,0.2160331],"study_design_scores_gemma":[0.000157806,0.0001617569,0.0006846674,0.0007185073,0.00009071377,0.0004410923,0.003257119,0.1549205,0.005620653,0.5581955,0.2755739,0.0001777177],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001115426,0.000241473,0.9898691,0.001341926,0.00007753167,0.0005585609,0.0004702624,0.003742521,0.002583214],"genre_scores_gemma":[0.01590047,0.0002781626,0.9798794,0.0002660493,0.00006221486,0.0009524199,0.0006992264,0.0006566817,0.001305441],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01675436,"threshold_uncertainty_score":0.08649457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1839035874006086,"score_gpt":0.4261547289328347,"score_spread":0.2422511415322261,"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."}}