{"id":"W2161512719","doi":"10.1002/hfm.20564","title":"An Experimental Study on Three General Interface Layout Designs for Chemical Process Plants","year":2014,"lang":"en","type":"article","venue":"Human Factors and Ergonomics in Manufacturing & Service Industries","topic":"Human-Automation Interaction and Safety","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Interface (matter); Computer science; Measure (data warehouse); Workload; Interface design; Conceptual design; Process (computing); User interface; Human–computer interaction; Data mining; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003952461,0.0009434125,0.0007062131,0.0004985846,0.0005375601,0.0007313989,0.001083764,0.001060277,0.002765474],"category_scores_gemma":[0.02207304,0.0006868028,0.0005473478,0.0003938663,0.0008115732,0.001118475,0.0009257667,0.0007994332,0.0002527864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004538344,"about_ca_system_score_gemma":0.000316688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004371879,"about_ca_topic_score_gemma":0.0005336382,"domain_scores_codex":[0.9970261,0.001736054,0.0003570365,0.0003462773,0.0003669426,0.0001675419],"domain_scores_gemma":[0.9755554,0.02005956,0.001054938,0.001477006,0.001483701,0.0003693441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.02917753,0.0575503,0.03628557,0.005662967,0.0004092639,0.001428999,0.05591295,0.0210202,0.5494514,0.003321574,0.001730248,0.2380491],"study_design_scores_gemma":[0.01063787,0.3966812,0.1938644,0.000440128,0.0007930003,0.001464474,0.01790517,0.08078595,0.2825674,0.002965089,0.01115732,0.0007380253],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958218,0.00001762305,0.003396903,0.0000122249,0.000008343838,0.0004857685,0.00003044471,0.00002912827,0.0001978283],"genre_scores_gemma":[0.9686062,0.00005865275,0.02959247,0.00004582445,0.00001436969,0.001025255,0.0001087576,0.00002464652,0.000523983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003952461,"threshold_uncertainty_score":0.02090287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09541889265984499,"score_gpt":0.3819172100345002,"score_spread":0.2864983173746552,"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."}}