{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005219482,0.00007132711,0.0001487263,0.00003676576,0.0003494304,0.0001065508,0.0002811451,0.00004004157,0.00002225943],"category_scores_gemma":[0.0005214555,0.00004654929,0.00003308696,0.0004516653,0.00003533787,0.0003710974,0.00005259841,0.00009573747,0.00005149712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004310327,"about_ca_system_score_gemma":0.0001339397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001399852,"about_ca_topic_score_gemma":0.0003607844,"domain_scores_codex":[0.998574,0.00005442071,0.0006463997,0.00002691297,0.000517375,0.0001809415],"domain_scores_gemma":[0.999105,0.0001244669,0.0003176021,0.0001206448,0.0001777967,0.0001544872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005638953,0.0002119268,0.001094193,0.0001692896,0.00009173748,0.000001511076,0.9608212,0.0009712561,0.000002969746,0.009328472,0.009567062,0.017684],"study_design_scores_gemma":[0.000636377,0.0003199561,0.001365291,0.00001805499,0.00002840337,8.757899e-7,0.892569,0.0755471,0.0000129533,0.000006728357,0.02941198,0.00008329305],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9750027,0.00001493809,0.0007826978,0.001018434,0.0001409673,0.0004471742,0.0000106508,0.00009050744,0.02249192],"genre_scores_gemma":[0.9991864,0.00002311238,0.000140176,0.000461708,0.00008488384,6.895885e-7,0.000004188601,0.000003508513,0.00009530943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07457584,"threshold_uncertainty_score":0.2687571,"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."}}