{"id":"W2358835247","doi":"","title":"Experimental Study on Layout Designs for General Interface in Process Plant for Process Plants","year":2008,"lang":"en","type":"article","venue":"Machine Design and Research","topic":"Industrial Vision Systems and Defect Detection","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Interface (matter); Workload; Process (computing); Context (archaeology); Measure (data warehouse); Fault (geology); Computer science; Interface design; Reliability engineering; Engineering drawing; Simulation; Engineering; Data mining; Human–computer interaction; Operating system","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":[0.001089766,0.0001412269,0.0002102559,0.0002815114,0.0002313184,0.00004321725,0.0001079671,0.00009579172,0.000005315176],"category_scores_gemma":[0.00005188142,0.000110661,0.00002575833,0.0001585877,0.00002592362,0.00006588113,0.00001400967,0.0002535917,0.000003362892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006261679,"about_ca_system_score_gemma":0.00003322721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004806878,"about_ca_topic_score_gemma":0.000007672565,"domain_scores_codex":[0.9987583,0.0001375565,0.0002197628,0.0002543134,0.0002802139,0.0003498289],"domain_scores_gemma":[0.9995131,0.0002407252,0.00001663434,0.00009947176,0.00005479357,0.00007523647],"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":[0.03589782,0.007619724,0.01118081,0.002099388,0.0005497413,0.0004124229,0.1273427,0.2924961,0.4803704,0.0001704731,0.02057443,0.0212861],"study_design_scores_gemma":[0.006449129,0.006759304,0.0006413406,0.0001359872,0.000004432082,0.00006237365,0.004604143,0.4440949,0.5364445,0.00009378498,0.0003479815,0.000362093],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9768364,0.00023171,0.01940756,0.000007819176,0.00015341,0.003168688,0.00003475418,0.00006233838,0.00009726217],"genre_scores_gemma":[0.9984871,0.000005187592,0.000158935,0.000004037602,0.0001397559,0.001015962,0.000007920888,0.00003392698,0.0001472374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1515988,"threshold_uncertainty_score":0.4512626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2249893359903221,"score_gpt":0.4237204076193051,"score_spread":0.198731071628983,"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."}}