{"id":"W1989209178","doi":"10.1177/154193120204600304","title":"Mental Workload and the Display of Abstraction Hierarchy Information","year":2002,"lang":"en","type":"article","venue":"Proceedings of the Human Factors and Ergonomics Society Annual Meeting","topic":"Human-Automation Interaction and Safety","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Workload; Pupil diameter; Computer science; Eye tracking; Pupil; Abstraction; Hierarchy; Human–computer interaction; Contrast (vision); Pupil size; Computer vision; Information retrieval; Psychology","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":[0.0003704106,0.0001135987,0.0001676689,0.00002933853,0.0004360174,0.00005745701,0.0001277477,0.00008221396,0.0001052472],"category_scores_gemma":[0.00004077843,0.00007104055,0.0001352304,0.00006444741,0.0003010924,0.0005195931,0.00008144529,0.0002037809,0.000002974006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003133873,"about_ca_system_score_gemma":0.000002473142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009787459,"about_ca_topic_score_gemma":0.000002987782,"domain_scores_codex":[0.9992339,0.00001262248,0.0004144328,0.0001079642,0.0001057129,0.0001253446],"domain_scores_gemma":[0.9991823,0.0001002961,0.0005295451,0.00005933356,0.00009633695,0.00003221032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0004564977,0.0002095785,0.09973484,0.0003230913,0.0005429161,2.591095e-8,0.7874218,0.00003017244,0.003839617,0.07521168,0.02326102,0.008968723],"study_design_scores_gemma":[0.004629868,0.0001644891,0.7031218,0.0003701567,0.0001604277,0.0000202856,0.2643527,0.004072294,0.003230087,0.001461042,0.01790392,0.0005128619],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902105,0.00008871163,0.000003117718,0.0003388678,0.000255001,0.0001809076,0.00002189098,0.00001937116,0.008881618],"genre_scores_gemma":[0.999325,0.000108268,0.00005267731,0.0001031096,0.00005050713,0.000007985116,0.000002402449,0.000006617147,0.0003434763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.603387,"threshold_uncertainty_score":0.3353537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01544810367114214,"score_gpt":0.2619397556029973,"score_spread":0.2464916519318552,"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."}}