{"id":"W2157821464","doi":"10.1145/2678025.2701370","title":"ConVisIT","year":2015,"lang":"en","type":"article","venue":"","topic":"Data Visualization and Analytics","field":"Computer Science","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Conversation; Asynchronous communication; Human–computer interaction; Visualization; User interface; Interface (matter); Social media; World Wide Web; Multimedia; Data science; 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":[0.00007038593,0.00001789016,0.00002205279,0.0000167333,0.000008523894,0.00006898821,0.0002346947,0.000006453798,0.00003125951],"category_scores_gemma":[0.00001812834,0.00001413297,0.000005957519,0.0001107501,0.000004873496,0.0001938933,0.00007569848,0.000009168885,0.0006145904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004018478,"about_ca_system_score_gemma":0.00002151097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003549684,"about_ca_topic_score_gemma":8.31602e-7,"domain_scores_codex":[0.9997755,0.000006077647,0.00003699222,0.00005934887,0.00007902191,0.00004301013],"domain_scores_gemma":[0.9997364,0.000004133973,0.000007512282,0.0001532676,0.00003514822,0.00006348974],"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":[7.005411e-8,0.000006588712,0.0002119257,2.439245e-7,8.417304e-7,0.000001246953,0.00005454166,0.000006650456,0.000004139667,0.9048121,0.09207013,0.002831503],"study_design_scores_gemma":[0.0001968564,0.00002065914,0.0001288801,0.000001006412,7.437708e-7,0.000003993711,0.00003878066,0.3745272,0.0005304524,0.008636782,0.6158419,0.00007275147],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.00008444138,0.000005474976,0.9074121,0.0007281139,0.00007338872,0.000007633656,2.051479e-7,0.00008937151,0.09159931],"genre_scores_gemma":[0.8140619,0.000005156185,0.1302748,0.01158766,0.00008740906,0.000001153031,0.00001163102,0.000005214505,0.04396513],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8961753,"threshold_uncertainty_score":0.7899522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0638934823926233,"score_gpt":0.324327837306414,"score_spread":0.2604343549137906,"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."}}