{"id":"W2997617508","doi":"10.13140/rg.2.2.33547.21281","title":"Analytics and Visualization of Spatial Models as a Service","year":2019,"lang":"en","type":"article","venue":"","topic":"Data Visualization and Analytics","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Computer science; DEVS; Visualization; Graphical user interface; Web service; Analytics; User interface; Service (business); Software; Software engineering; Interface (matter); Conceptual architecture; Architecture; Human–computer interaction; World Wide Web; Database; Operating system; Modeling and simulation; Simulation; Data mining","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":[0.00009633616,0.00005698664,0.00009836876,0.00008167259,0.00001623879,0.00006277196,0.0002312213,0.00002886004,0.00006902836],"category_scores_gemma":[0.00001050495,0.00005081446,0.00001405132,0.0003585575,0.000008786684,0.000456556,0.0001582236,0.0000179421,0.00003880445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005212927,"about_ca_system_score_gemma":0.00003724269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002015073,"about_ca_topic_score_gemma":0.00003774713,"domain_scores_codex":[0.9994135,0.00001697712,0.0001542935,0.0001611287,0.0001785232,0.00007555022],"domain_scores_gemma":[0.999468,0.00002026864,0.00006504853,0.0002578116,0.0001449931,0.00004383356],"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":[0.000001676451,0.00003277307,0.001570379,0.00003340582,0.000009346794,3.296074e-7,0.0002737418,0.003064156,0.0002398158,0.9932967,0.0001312021,0.001346428],"study_design_scores_gemma":[0.0001793973,0.00003661618,0.0002716535,0.00000936405,0.000004823378,0.000001717274,0.00003097997,0.9920303,0.0008627489,0.005999385,0.0005061847,0.00006682784],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0144516,0.000008528241,0.9755948,0.0002019312,0.00004708708,0.00006232534,0.000002052274,0.00004501411,0.009586694],"genre_scores_gemma":[0.9931976,0.00002215059,0.004650933,0.00121423,0.000008608054,3.889133e-7,0.00001457057,0.00000435729,0.0008871835],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9889662,"threshold_uncertainty_score":0.2072154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02424864907834538,"score_gpt":0.2965436091385811,"score_spread":0.2722949600602357,"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."}}