{"id":"W4392946271","doi":"10.1109/icgi60907.2023.10452748","title":"Preface","year":2023,"lang":"en","type":"article","venue":"","topic":"Interactive and Immersive Displays","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universidad de Jaén; Universidade do Porto; Universidad de Granada; Universidade da Beira Interior; Universidade de Lisboa; Universidade de Coimbra; Oregon State University; Universidade de Aveiro; University of Warwick; Universidade do Minho; University of Toronto; Universidade de Trás-os-Montes e Alto Douro; Department for Enterprise, Trade and Investment, UK Government; Universitat de Barcelona","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001560648,0.001010974,0.0008051805,0.002548981,0.002511963,0.003980697,0.001664634,0.001563471,0.4974226],"category_scores_gemma":[0.01069184,0.0003403552,0.0006363103,0.001948721,0.000775275,0.003156193,0.002260966,0.003033863,0.358027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001819712,"about_ca_system_score_gemma":0.002317918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002792751,"about_ca_topic_score_gemma":0.00305741,"domain_scores_codex":[0.9988074,0.0001762489,0.0001032312,0.000226162,0.0005843569,0.0001026005],"domain_scores_gemma":[0.9950578,0.0007671568,0.0001918878,0.0004838021,0.002792086,0.0007071972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004126982,0.00002081123,0.0001295234,0.0001396368,0.00000266633,0.00006684427,0.0001249268,0.00007441076,0.0001632905,0.004580359,0.9486527,0.04600355],"study_design_scores_gemma":[0.000003494665,0.00001639307,0.0002041352,0.00009847582,0.000001459318,0.00007412681,0.00008506067,0.00002350298,0.00005886084,0.001711678,0.9977186,0.000004259402],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002239954,0.0127564,0.01049428,0.02938586,0.1570477,0.0008158771,0.01692051,0.002781542,0.7675579],"genre_scores_gemma":[0.009438557,0.007753929,0.005317767,0.008032162,0.02364512,0.0005077875,0.01690462,0.001378419,0.9270218],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4974226,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01585406888736834,"score_gpt":0.2665647012447931,"score_spread":0.2507106323574247,"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."}}