{"id":"W3001320707","doi":"10.3390/informatics7010003","title":"The Online Vaccine Debate: Study of a Visual Analytics System","year":2020,"lang":"en","type":"article","venue":"Informatics","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Usability; Webometrics; Public health; Analytics; Visual analytics; Online discussion; Visualization; Internet privacy; Computer science; Psychology; World Wide Web; Data science; Medicine; Human–computer interaction; 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":[0.02196154,0.0009467193,0.0008514411,0.002547126,0.001682077,0.004795112,0.002023444,0.001938247,0.002668132],"category_scores_gemma":[0.105035,0.0007352582,0.0008612309,0.001714705,0.001911759,0.005989952,0.002682288,0.00149086,0.0006750494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001335826,"about_ca_system_score_gemma":0.0009715863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003065083,"about_ca_topic_score_gemma":0.001864943,"domain_scores_codex":[0.9859114,0.01032158,0.0008148313,0.001233704,0.00127906,0.0004394074],"domain_scores_gemma":[0.8526253,0.1325738,0.00270865,0.005087248,0.005338467,0.00166659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00474517,0.004819029,0.08436003,0.004681829,0.0003680925,0.00417922,0.5213519,0.00751109,0.1179825,0.007086814,0.01300537,0.229909],"study_design_scores_gemma":[0.001873822,0.02159239,0.1871864,0.001815889,0.0008025883,0.006888987,0.1964533,0.2832509,0.1338461,0.01100647,0.1540451,0.001237844],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9652777,0.0002080235,0.02781274,0.0005627459,0.00005747863,0.0008229387,0.0003440231,0.001596278,0.003318052],"genre_scores_gemma":[0.9485689,0.0001483471,0.04691316,0.0004689913,0.00005018151,0.0005845632,0.0006295402,0.0005161599,0.002120045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02196154,"threshold_uncertainty_score":0.1161451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04454659072459426,"score_gpt":0.3479363195911942,"score_spread":0.3033897288665999,"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."}}