{"id":"W4367666291","doi":"10.1109/vrw58643.2023.00005","title":"IEEE VR 2023 Workshops","year":2023,"lang":"en","type":"article","venue":"","topic":"Robotics and Automated Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Computer science; Computer graphics (images)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002706891,0.001312666,0.0005470557,0.001708535,0.00141164,0.005109413,0.002070448,0.002499349,0.2499742],"category_scores_gemma":[0.002522581,0.0005565675,0.001114628,0.001019896,0.0003911436,0.001824143,0.002573644,0.001903679,0.1301628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001174268,"about_ca_system_score_gemma":0.00224647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005373491,"about_ca_topic_score_gemma":0.01293144,"domain_scores_codex":[0.998702,0.0003025535,0.00006137984,0.0002294708,0.0005044956,0.0001999247],"domain_scores_gemma":[0.9983058,0.0001509058,0.00003590354,0.0001918893,0.0008383279,0.000477187],"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":[0.0001526054,0.0001501571,0.0002663384,0.0001961539,0.00002098987,0.0002288153,0.0001533586,0.001334843,0.00426666,0.01260521,0.7507794,0.2298454],"study_design_scores_gemma":[0.00001658767,0.00003459113,0.0002847837,0.00008136102,0.000006863773,0.0001418434,0.0001143482,0.001193442,0.0007070306,0.00236038,0.995046,0.00001276041],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005261392,0.00645776,0.08674005,0.009250183,0.03010776,0.0004899757,0.003132618,0.005795875,0.8527644],"genre_scores_gemma":[0.02203949,0.003537109,0.03309128,0.001398757,0.002404027,0.0002646933,0.007367899,0.001376883,0.9285199],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7500258,"threshold_uncertainty_score":0.836247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01770282057088531,"score_gpt":0.2212414670520731,"score_spread":0.2035386464811878,"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."}}