{"id":"W4414594878","doi":"10.1145/3726986.3727036","title":"An Exploratory Study on AI-driven Visualisation Techniques on Decision Making in Extended Reality","year":2024,"lang":"en","type":"article","venue":"","topic":"Human-Automation Interaction and Safety","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia, Okanagan Campus","funders":"","keywords":"Exploratory research; Visualization; Data visualization; Virtual reality; Context (archaeology); Information visualization","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":[0.00273482,0.0004180107,0.0003039235,0.0005253762,0.0006838034,0.001638346,0.0007575525,0.000809268,0.004037951],"category_scores_gemma":[0.02890581,0.0002558466,0.0002585437,0.0005472716,0.001037043,0.001775496,0.001170244,0.0009877693,0.0003106203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004974334,"about_ca_system_score_gemma":0.0005980449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00160047,"about_ca_topic_score_gemma":0.001824678,"domain_scores_codex":[0.9979632,0.001507371,0.00005854772,0.0001077817,0.0002499908,0.0001131781],"domain_scores_gemma":[0.9536622,0.04333663,0.0006472433,0.001071147,0.0008852974,0.0003975299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00524403,0.010681,0.05616394,0.003312397,0.0002166354,0.002798047,0.5327034,0.01448654,0.07259484,0.0250947,0.002611318,0.2740932],"study_design_scores_gemma":[0.001551128,0.0297003,0.3217572,0.001825926,0.0005810317,0.003948076,0.3451288,0.1187841,0.07318541,0.033451,0.06953435,0.0005527684],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889754,0.00009232418,0.005525043,0.00007617112,0.00001105033,0.0001291317,0.00003986511,0.00002822183,0.005122737],"genre_scores_gemma":[0.993374,0.000088884,0.005169366,0.00002934364,0.000006057111,0.00007478704,0.00002751038,0.0000153798,0.001214681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004037951,"threshold_uncertainty_score":0.01446331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0941829591946311,"score_gpt":0.5095004679281808,"score_spread":0.4153175087335497,"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."}}