{"id":"W2108063448","doi":"10.1109/have.2007.4371603","title":"Haptic Texturing based on Real-World Samples","year":2007,"lang":"en","type":"article","venue":"","topic":"Teleoperation and Haptic Systems","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Haptic technology; Computer science; Rendering (computer graphics); Computer graphics (images); Computer vision; Stereotaxy; Artificial intelligence; Texture mapping; Pipeline (software); Virtual reality","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":[0.0001690152,0.0000845923,0.00008665789,0.0001341661,0.00003406964,0.0000318474,0.00005351756,0.00002852233,0.0005792426],"category_scores_gemma":[0.000009923262,0.00007348871,0.00002837422,0.0001077331,0.000006883884,0.00003375516,0.000003326907,0.00005845703,0.0002658853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005166542,"about_ca_system_score_gemma":0.000005519418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001256006,"about_ca_topic_score_gemma":0.001332522,"domain_scores_codex":[0.9994703,0.00000506797,0.0001610446,0.00008674619,0.000110995,0.0001658663],"domain_scores_gemma":[0.9996701,0.00009128596,0.000007757055,0.0001541228,0.00001198918,0.00006469195],"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":[0.00008083716,0.0002042914,0.03143193,0.0004705203,0.0001545,0.0001143742,0.001325119,0.4668258,0.09563037,0.2673422,0.03555684,0.1008633],"study_design_scores_gemma":[0.0008403141,0.0000584728,0.1011149,0.0001083059,0.00001185339,0.000004635579,0.0002394337,0.7733756,0.02415255,0.00005669046,0.09948853,0.0005486204],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06792064,0.00001512113,0.1336038,0.00007431577,0.0004928274,0.0001423758,0.000001580724,0.0009884916,0.7967609],"genre_scores_gemma":[0.9948341,0.000002074305,0.002105888,0.0001775286,0.0001486367,0.00000354842,0.000003175893,0.0000193886,0.002705692],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9269134,"threshold_uncertainty_score":0.63423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02237242412416963,"score_gpt":0.2434806868801513,"score_spread":0.2211082627559816,"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."}}