{"id":"W4383032832","doi":"10.1016/j.aei.2023.102078","title":"User-centric immersive virtual reality development framework for data visualization and decision-making in infrastructure remote inspections","year":2023,"lang":"en","type":"article","venue":"Advanced Engineering Informatics","topic":"Virtual Reality Applications and Impacts","field":"Computer Science","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Usability; Computer science; Visualization; Agile software development; Bridge (graph theory); Human–computer interaction; Virtual reality; Software engineering; Artificial intelligence","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":[0.002101101,0.0009640245,0.0007388167,0.0009194726,0.0004324822,0.002396545,0.002909325,0.0009391995,0.005322502],"category_scores_gemma":[0.002821599,0.0007879579,0.001352377,0.0004148101,0.0006272867,0.001657824,0.003898537,0.001420936,0.001303427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003888771,"about_ca_system_score_gemma":0.001155442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002885814,"about_ca_topic_score_gemma":0.005104277,"domain_scores_codex":[0.9987319,0.0004107487,0.0001005985,0.0001558829,0.0004784674,0.0001223442],"domain_scores_gemma":[0.9989545,0.0003780383,0.00006583231,0.0002218364,0.0002556464,0.0001240469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007001495,0.0008394466,0.004308684,0.001367133,0.0003838933,0.001858088,0.004708058,0.3133898,0.0596702,0.1621637,0.01914256,0.4314684],"study_design_scores_gemma":[0.00007039287,0.0001671095,0.000790585,0.000169179,0.00009979506,0.0004973031,0.0003142829,0.8808649,0.0276594,0.02722518,0.06202503,0.0001167103],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0034407,0.00009981218,0.9892793,0.00007423886,0.00001898371,0.00009784766,0.0001323373,0.004987857,0.001868964],"genre_scores_gemma":[0.1762995,0.0004203939,0.8162319,0.0001584269,0.00002261589,0.0004148661,0.0008230718,0.0008679761,0.004761249],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005322502,"threshold_uncertainty_score":0.01780558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01944244723664142,"score_gpt":0.3174635043247617,"score_spread":0.2980210570881203,"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."}}