{"id":"W2796162634","doi":"10.1145/3170427.3186471","title":"DataInk","year":2018,"lang":"en","type":"article","venue":"","topic":"Data Visualization and Analytics","field":"Computer Science","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Human–computer interaction; Visualization; Data visualization; Graphics; Bridge (graph theory); Graphical user interface; Interface (matter); Point (geometry); User interface; Information visualization; Computer graphics (images); Programming language; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005361391,0.00001893649,0.0000187677,0.00001968861,0.00003241493,0.00008005519,0.0003838374,0.000006356674,0.0002163085],"category_scores_gemma":[0.00001331924,0.00001481867,0.000005323058,0.0001526327,0.00001785976,0.000252052,0.0001392534,0.000008430039,0.001099549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002042454,"about_ca_system_score_gemma":0.00001047887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003002883,"about_ca_topic_score_gemma":0.000003740144,"domain_scores_codex":[0.9997637,0.000004912078,0.00003822019,0.00008174557,0.00005754706,0.00005393248],"domain_scores_gemma":[0.9996554,0.000004717644,0.000007720208,0.0002749054,0.00003127304,0.00002598867],"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":[4.957665e-8,0.00000524461,0.00007043005,2.79363e-7,8.344633e-7,3.775782e-7,0.00002662751,8.317372e-8,0.00002962953,0.9141994,0.07794362,0.007723405],"study_design_scores_gemma":[0.00005305611,0.00002198015,0.0002168809,0.000001051346,5.147751e-7,0.00000174684,0.000007146408,0.2184182,0.001699535,0.003728896,0.7758,0.00005104676],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.00005278912,0.000001233865,0.9125961,0.0005304791,0.00008044526,0.000007406793,6.516148e-7,0.00009255877,0.08663835],"genre_scores_gemma":[0.6633142,0.000008859961,0.2815524,0.01830027,0.0004070509,0.000001053788,0.00003038919,0.000006352449,0.03637939],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9104705,"threshold_uncertainty_score":0.9996782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03386072323653286,"score_gpt":0.3289222514085546,"score_spread":0.2950615281720217,"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."}}