{"id":"W2038809202","doi":"10.1145/1978822.1978828","title":"Move to design/design to move","year":2011,"lang":"en","type":"article","venue":"interactions","topic":"Attention Economy in Education and Business","field":"Business, Management and Accounting","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Multidisciplinary approach; Embodied cognition; Human–computer interaction; Interaction design; Field (mathematics); Computer science; Engineering; Sociology; Artificial intelligence; Social science","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":[0.01981159,0.001772157,0.001241454,0.001997813,0.002888811,0.0191809,0.003529962,0.01052287,0.03480086],"category_scores_gemma":[0.02067732,0.0007918374,0.001463545,0.00109923,0.01937137,0.0245139,0.007797484,0.02015524,0.02044522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005334307,"about_ca_system_score_gemma":0.009285126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003422683,"about_ca_topic_score_gemma":0.002861784,"domain_scores_codex":[0.9828888,0.00784642,0.0007576148,0.001398705,0.006411201,0.000697239],"domain_scores_gemma":[0.983092,0.006772051,0.0004158532,0.003103003,0.004949769,0.001667321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002378902,0.00006821837,0.0001224368,0.0007647375,0.00003411308,0.0001631898,0.002385257,0.0003323782,0.0004583957,0.5233649,0.3584309,0.1138517],"study_design_scores_gemma":[0.00001223919,0.00001605214,0.00004076061,0.0004825921,0.000007937007,0.00009342128,0.001091586,0.0002200086,0.0001857908,0.1015728,0.8962631,0.00001365574],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0007013906,0.04075348,0.08396552,0.7024869,0.0425085,0.0001450934,0.0001367652,0.001313256,0.1279891],"genre_scores_gemma":[0.06263193,0.06909514,0.2110078,0.3582757,0.02654219,0.0009148056,0.0003879338,0.002927825,0.2682166],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03480086,"threshold_uncertainty_score":0.1164204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1150962794022936,"score_gpt":0.2959738661387601,"score_spread":0.1808775867364665,"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."}}