{"id":"W2506598312","doi":"10.1007/978-3-319-19557-5_6","title":"Haptic Data Digitization and Forward Error Correction","year":2015,"lang":"en","type":"book-chapter","venue":"","topic":"Teleoperation and Haptic Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Digitization; Haptic technology; Computer science; Computer graphics (images); Computer vision; Artificial intelligence","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":[0.00008535302,0.0001674002,0.0001871898,0.00008047884,0.000025579,0.00008620636,0.00009948614,0.0001779479,0.0003781773],"category_scores_gemma":[0.00001797341,0.0001593818,0.00001511783,0.00001175382,0.00001636204,0.0001933789,0.000045516,0.0001025638,0.0002595313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005036308,"about_ca_system_score_gemma":0.00002066346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001125626,"about_ca_topic_score_gemma":0.0001483262,"domain_scores_codex":[0.9993659,0.000002811925,0.0002072969,0.0001968189,0.0001452196,0.00008191961],"domain_scores_gemma":[0.9994482,0.0000164586,0.00002881996,0.0003688108,0.00005912892,0.00007851218],"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":[0.000007590193,0.000006375034,0.00001999251,0.0002304541,0.0002128339,0.000007918879,0.0002819479,0.002519226,0.00007368942,0.09088361,0.8269829,0.0787735],"study_design_scores_gemma":[0.0001275702,0.00001444235,0.000007087552,0.00006282473,0.00003147704,0.00002916829,0.00002332879,0.2730461,0.000002692627,0.0003273853,0.7261261,0.0002018995],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0000105952,0.0005427364,0.03448093,0.00002689572,0.001922931,0.0002123005,0.00005093605,0.0004740824,0.9622786],"genre_scores_gemma":[0.04180592,0.0001664414,0.0002338001,0.00003391558,0.0004097942,0.000005011678,0.0009154703,0.00008166825,0.956348],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2705268,"threshold_uncertainty_score":0.64994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06923474875532061,"score_gpt":0.2523163116459904,"score_spread":0.1830815628906698,"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."}}