{"id":"W2959839175","doi":"","title":"Fireflies: Biomimicry-Inspired InfoVis for Exploring Public Opinion about an Infectious Disease","year":2016,"lang":"en","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Data Visualization and Analytics","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Biomimetics; Infectious disease (medical specialty); Computer science; Data science; Disease; Artificial intelligence; Medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002011753,0.0001885516,0.0001711684,0.00024388,0.0004302283,0.0007359041,0.001367291,0.00006019319,0.00004395188],"category_scores_gemma":[0.00186891,0.0001611894,0.0001100421,0.0006016125,0.000123296,0.001979211,0.0004590171,0.00006426845,0.00004664925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008500097,"about_ca_system_score_gemma":0.0002045334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006571905,"about_ca_topic_score_gemma":0.0001407921,"domain_scores_codex":[0.9974101,0.001024752,0.0003716236,0.0005591795,0.0002823034,0.0003520356],"domain_scores_gemma":[0.9957559,0.0006945513,0.0002335588,0.001691961,0.001246082,0.0003779785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006353812,0.0004351649,0.003432302,0.00005341298,0.00002643275,9.542969e-7,0.002225021,0.00000478945,0.002030476,0.7395818,0.001237459,0.2509658],"study_design_scores_gemma":[0.004079436,0.00000672914,0.01407752,0.001681996,0.00003817912,0.000009600166,0.0001875298,0.2663589,0.04170604,0.01639751,0.6539977,0.001458829],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01907953,0.0001209239,0.9670829,0.010604,0.000294432,0.000259531,0.00006763142,0.0005345776,0.001956485],"genre_scores_gemma":[0.9701788,0.0006862798,0.02672629,0.0003549983,0.00004761448,0.0001432622,0.0002671041,0.000033721,0.001561951],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9510993,"threshold_uncertainty_score":0.7096341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04717162427357215,"score_gpt":0.2761566622552244,"score_spread":0.2289850379816523,"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."}}