{"id":"W3108734806","doi":"10.1109/svr51698.2020.00033","title":"Proxy Haptics for Surgical Training","year":2020,"lang":"en","type":"article","venue":"","topic":"Teleoperation and Haptic Systems","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Haptic technology; Computer science; Training (meteorology); Human–computer interaction; Simulation","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":[0.00003122902,0.00004458166,0.0000753168,0.000007437478,0.00001605968,0.00002258902,0.00003304101,0.00002649651,0.0001406074],"category_scores_gemma":[0.00001301275,0.00003858816,0.00002633682,0.00003272716,0.000003953584,0.00002805343,0.00000271885,0.00002773155,0.00005073036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004981312,"about_ca_system_score_gemma":0.00000601623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":3.870181e-7,"about_ca_topic_score_gemma":0.000001072072,"domain_scores_codex":[0.9997176,0.000002357973,0.0000983353,0.00005450557,0.00004186554,0.00008533033],"domain_scores_gemma":[0.999864,0.00002345537,0.000003506947,0.00003288808,0.00001166243,0.00006448648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006749662,0.00004497349,0.0007366778,0.001042943,0.0002881234,0.0000504528,0.04607867,0.0506403,0.01008106,0.7054085,0.1034613,0.08209953],"study_design_scores_gemma":[0.0003805567,0.0000221941,0.000007748876,0.00000232637,0.000002628293,0.000004349243,0.0004546528,0.7173194,0.0004159087,0.00001314112,0.2813114,0.00006567691],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09769708,0.0002323377,0.5595489,0.00375468,0.0009858062,0.001125978,0.00001884614,0.003041637,0.3335948],"genre_scores_gemma":[0.9965626,0.000001954587,0.00253263,0.0001611091,0.0002880982,0.00002001859,0.000003269745,0.00001287036,0.0004174645],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8988655,"threshold_uncertainty_score":0.157358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06222437224611087,"score_gpt":0.2393138251214798,"score_spread":0.1770894528753689,"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."}}