{"id":"W3211754486","doi":"10.1201/9781003090823-8","title":"Mobile Visualization Design: An Ideation Method to Try","year":2021,"lang":"en","type":"book-chapter","venue":"","topic":"Usability and User Interface Design","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; Simon Fraser University","funders":"Universität Stuttgart; Agence Nationale de la Recherche","keywords":"Ideation; Flexibility (engineering); Computer science; Human–computer interaction; Design methods; Visualization; Reflection (computer programming); Data science; Management science; Multimedia; Artificial intelligence; Psychology; Engineering; Cognitive science; Mathematics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008168165,0.0002880612,0.0003241312,0.0001841046,0.00008467788,0.0003407325,0.0007782991,0.0003174798,0.0008175461],"category_scores_gemma":[0.00003161529,0.0002886537,0.0001032783,0.0001168479,0.00001454162,0.0005492786,0.0002235969,0.0001679166,0.0003254653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001184597,"about_ca_system_score_gemma":0.000173771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002104137,"about_ca_topic_score_gemma":0.00001597945,"domain_scores_codex":[0.9979539,0.0002179225,0.0003858478,0.0008587854,0.0003865209,0.0001970449],"domain_scores_gemma":[0.9982479,0.0001593653,0.0001071495,0.0009849167,0.0003296632,0.000170978],"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":[0.00001123585,0.00005549963,0.000001041602,0.0000306905,0.00003527948,0.00001075598,0.001206314,0.003061808,0.001248183,0.9145648,0.003705548,0.07606886],"study_design_scores_gemma":[0.0003779362,0.002564,0.00001631048,0.0003035929,0.00008941222,0.00004959431,0.00008103465,0.2435919,0.06060183,0.1756377,0.514797,0.001889667],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.000004049853,0.00009545971,0.9138186,0.0000760087,0.000285698,0.0005513225,0.000003392784,0.0002790034,0.08488645],"genre_scores_gemma":[0.0002294304,0.00001402766,0.6129556,0.0009017672,0.00009781672,0.000051231,0.00003425106,0.00003288747,0.385683],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.7389271,"threshold_uncertainty_score":0.9999565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07811564975667212,"score_gpt":0.3516662450311615,"score_spread":0.2735505952744893,"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."}}