{"id":"W2158186652","doi":"10.1109/have.2006.283801","title":"Hapto-audio-visual environments for collaborative training of ophthalmic surgery over optical network","year":2006,"lang":"en","type":"article","venue":"","topic":"Teleoperation and Haptic Systems","field":"Engineering","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Haptic technology; Computer science; Multimedia; Interface (matter); Audio visual; Human–computer interaction; Feeling; Virtual reality; Point (geometry); Videoconferencing; Simulation; Psychology","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":[0.0001594275,0.0001160272,0.0002599248,0.00003912876,0.00003603406,0.00002013118,0.00003601119,0.00007297464,0.0001981096],"category_scores_gemma":[0.00001402732,0.0001105109,0.00006652315,0.0001073205,0.00002958224,0.00007383711,0.000007027975,0.00003919143,0.00001454983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003378818,"about_ca_system_score_gemma":0.00002046409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008830324,"about_ca_topic_score_gemma":0.00001228291,"domain_scores_codex":[0.9991893,0.00001427145,0.0003358677,0.0001162576,0.0001258376,0.0002184275],"domain_scores_gemma":[0.9996086,0.0002205497,0.00003210701,0.00008118726,0.00001505906,0.00004248434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001439806,0.0003068545,0.02903138,0.0003129948,0.0005777713,0.00002470494,0.001824484,0.7024362,0.07758529,0.06360294,0.1134972,0.01065615],"study_design_scores_gemma":[0.004414963,0.0003940064,0.1298973,0.0003145516,0.0001532889,0.00006352676,0.003234257,0.6897904,0.04544888,0.0007396027,0.1234398,0.002109428],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8743656,0.0003641897,0.09296573,0.00003326768,0.0008748217,0.0005418028,0.00002704022,0.0001597743,0.03066772],"genre_scores_gemma":[0.9961842,0.000006855356,0.002471276,0.00001754304,0.0003452766,0.00004097843,0.00002456178,0.0000260353,0.0008832727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1218185,"threshold_uncertainty_score":0.4506504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02092486625847074,"score_gpt":0.2305555904073426,"score_spread":0.2096307241488719,"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."}}