{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002150087,0.0003164172,0.000322381,0.0001586888,0.0002487072,0.0001602861,0.0003044777,0.0002149164,0.0003839886],"category_scores_gemma":[0.00001155063,0.0002914173,0.00003335899,0.00003941506,0.00004759153,0.0001951996,0.00005006896,0.0003983345,0.00001990559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001109328,"about_ca_system_score_gemma":0.00001769907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003681276,"about_ca_topic_score_gemma":0.000663887,"domain_scores_codex":[0.9985139,0.0000843326,0.000432144,0.00052724,0.0001060848,0.0003363256],"domain_scores_gemma":[0.9992179,0.0001393409,0.0001537562,0.0003313255,0.00003300907,0.0001246225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0100774,0.01375957,0.4776105,0.0002885213,0.0008429787,0.00002176814,0.4407397,0.009441152,0.02299824,0.01015881,0.003594123,0.01046726],"study_design_scores_gemma":[0.004695893,0.002043515,0.6226217,0.00009103266,0.00003305186,0.000008050533,0.07213903,0.001138474,0.2933295,0.0005613413,0.002293757,0.001044656],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980232,0.000006026688,0.00008271339,0.00003433208,0.0004386587,0.0005407534,0.00002788221,0.0001056712,0.0007407496],"genre_scores_gemma":[0.9991834,2.476234e-7,0.00002924211,0.0002196878,0.0002194872,0.0001159496,0.00006281688,0.00004090254,0.0001283074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3686007,"threshold_uncertainty_score":0.9999538,"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."}}