{"id":"W2021705512","doi":"10.1145/2702613.2706688","title":"Sketching User Experiences","year":2015,"lang":"en","type":"article","venue":"","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science; Human–computer interaction; Focus (optics); Process (computing); Pencil (optics); Design process; User interface; User experience design; Interaction design; Multimedia; Work in process; Engineering; Programming language","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":[0.0001672233,0.00005552591,0.00005215704,0.0001021656,0.00005333625,0.00008305228,0.0005238489,0.00003643306,0.00004944177],"category_scores_gemma":[0.00005960005,0.00004453984,0.0000120389,0.0002691618,0.00003974837,0.000953519,0.0001679102,0.00009679305,0.000291639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003645977,"about_ca_system_score_gemma":0.00002821045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001964749,"about_ca_topic_score_gemma":0.00000685864,"domain_scores_codex":[0.9994529,0.00001935654,0.00009829886,0.0001741848,0.0001310759,0.0001241554],"domain_scores_gemma":[0.9995457,0.00001686627,0.00003740726,0.0002610801,0.0001124692,0.00002646856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000001942428,0.00002769228,0.0007759483,6.984604e-7,0.00000606304,0.00001103305,0.0172813,0.000006070014,0.001203711,0.9554814,0.01620369,0.00900048],"study_design_scores_gemma":[0.00126647,0.0006810814,0.002133102,0.00003762317,0.000004295955,0.0003227738,0.05747541,0.05230575,0.4527682,0.1244926,0.3073789,0.00113371],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4108658,0.000007376746,0.5447703,0.001009525,0.0007104977,0.00003508118,1.954105e-8,0.0003622945,0.04223907],"genre_scores_gemma":[0.9503586,1.541067e-7,0.04723082,0.0005468738,0.0000332695,0.00001802932,1.595462e-7,0.000002254294,0.001809892],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8309887,"threshold_uncertainty_score":0.3748526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04936855815606436,"score_gpt":0.3046429664769717,"score_spread":0.2552744083209074,"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."}}