{"id":"W2985091509","doi":"10.1109/mlui52769.2019.10075563","title":"Shall we play? – Extending the Visual Analytics Design Space through Gameful Design Concepts","year":2019,"lang":"en","type":"article","venue":"","topic":"Data Visualization and Analytics","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Visual analytics; Workflow; Analytics; Human–computer interaction; Context (archaeology); Data science; Point (geometry); Visualization; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01059541,0.001904075,0.0004462065,0.001627029,0.00146367,0.008779565,0.002710553,0.002250092,0.004932433],"category_scores_gemma":[0.01511442,0.0009623735,0.001632743,0.0006130139,0.009638317,0.00928654,0.004996542,0.003170964,0.0007951281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00189168,"about_ca_system_score_gemma":0.001825653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002090197,"about_ca_topic_score_gemma":0.00225829,"domain_scores_codex":[0.9927371,0.00515148,0.0002777088,0.0007248598,0.0007082653,0.0004005242],"domain_scores_gemma":[0.9911209,0.005540771,0.0005357896,0.001402113,0.000652333,0.0007481896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001389691,0.0001870806,0.001740924,0.0004494361,0.00005954793,0.0002680474,0.01225189,0.013321,0.005639006,0.9164773,0.00351491,0.04595203],"study_design_scores_gemma":[0.0001096107,0.0002303987,0.0006456055,0.0005101411,0.00006171221,0.0004680963,0.003599712,0.1000772,0.004481907,0.7786647,0.1110555,0.0000953425],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01418963,0.0003766846,0.9622995,0.004528362,0.0001172188,0.0003662995,0.00007339465,0.0006725413,0.01737641],"genre_scores_gemma":[0.3108845,0.0005713796,0.6798986,0.0009265814,0.00006241097,0.001085094,0.0001426923,0.0002550618,0.006173704],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01059541,"threshold_uncertainty_score":0.05603456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06991903238041558,"score_gpt":0.3516262037949849,"score_spread":0.2817071714145693,"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."}}