{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001213589,0.0003556477,0.0002181474,0.0005337938,0.0003249983,0.001471838,0.0002761413,0.0003471619,0.002060257],"category_scores_gemma":[0.02177741,0.000243551,0.0002011798,0.0002519894,0.0004098834,0.0008900694,0.0009860679,0.0004789088,0.0001862668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003229121,"about_ca_system_score_gemma":0.0001965715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001253241,"about_ca_topic_score_gemma":0.001028509,"domain_scores_codex":[0.9987846,0.0004210352,0.00008735229,0.0001520757,0.0004255922,0.0001293174],"domain_scores_gemma":[0.9894846,0.006199271,0.001976651,0.0006751994,0.0009877246,0.0006764959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007485216,0.002007574,0.4818773,0.001071284,0.0004922608,0.0008807287,0.03788964,0.005939742,0.2787831,0.003412023,0.002711336,0.1774498],"study_design_scores_gemma":[0.00008132,0.001485359,0.977103,0.00006714427,0.00007772793,0.0003345942,0.00284398,0.006961117,0.007104027,0.002395158,0.001463536,0.0000830057],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955785,0.000110503,0.002867453,0.00006971154,0.00001171663,0.00001940363,0.00003144879,0.00002275339,0.001288458],"genre_scores_gemma":[0.9982205,0.00005935273,0.001279489,0.00003067195,0.00001948163,0.00002723299,0.00005426551,0.00001076388,0.000298185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002060257,"threshold_uncertainty_score":0.006892264,"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."}}