{"id":"W143101661","doi":"","title":"A Mandala Browser User Study: Visualizing XML Versions of Shakespeare's Plays","year":2009,"lang":"en","type":"article","venue":"Visible Language","topic":"Data Visualization and Analytics","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Mandala; Computer science; World Wide Web; Venn diagram; Information retrieval; Interface (matter); User interface; Human–computer interaction; Multimedia; Psychology","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":[0.0002423642,0.0001246654,0.0001919645,0.0002095094,0.00008819923,0.0001385446,0.0007071536,0.00004171972,0.0001238439],"category_scores_gemma":[0.00006232308,0.0001131357,0.00006411541,0.000757691,0.00001766916,0.0004304442,0.000180104,0.00008381837,0.00005581519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002086161,"about_ca_system_score_gemma":0.00004270179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006001622,"about_ca_topic_score_gemma":0.00002215231,"domain_scores_codex":[0.9988197,0.00006425095,0.0002468571,0.0002928388,0.0003502343,0.0002260908],"domain_scores_gemma":[0.9990786,0.00004230798,0.00009603718,0.000614613,0.00007314508,0.00009526896],"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":[0.0001211081,0.008713775,0.03846221,0.0002465126,0.0004466301,0.001365653,0.1116563,0.001335545,0.0754367,0.6037571,0.08836213,0.07009633],"study_design_scores_gemma":[0.02068815,0.00879168,0.2689087,0.001208339,0.0005145855,0.0001427641,0.05523469,0.4130397,0.1001518,0.003360046,0.1226013,0.005358272],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6825657,0.0003079298,0.2994389,0.0007546628,0.0003057451,0.0005473666,0.00007256801,0.0005684107,0.01543872],"genre_scores_gemma":[0.9942716,0.000008250228,0.003557537,0.0007444719,0.00004633896,0.000001578641,0.00002228236,0.000009125987,0.001338813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6003971,"threshold_uncertainty_score":0.461354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01590518737692463,"score_gpt":0.3192975842213154,"score_spread":0.3033923968443908,"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."}}