{"id":"W4206278743","doi":"10.3791/1374-v","title":"A Tactile Automated Passive-Finger Stimulator (TAPS)","year":2009,"lang":"en","type":"article","venue":"Journal of Visualized Experiments","topic":"Tactile and Sensory Interactions","field":"Neuroscience","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Stimulus (psychology); Tactile stimuli; Tactile perception; Artificial intelligence; Computer vision; Neuroscience; Sensory system; Psychology; Cognitive psychology","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0004642757,0.0003551005,0.0003916576,0.000533006,0.0002315475,0.0002735477,0.0008382553,0.000463332,0.007879353],"category_scores_gemma":[0.0009603799,0.0002726371,0.0003763144,0.0002442598,0.0004764498,0.000381807,0.0007884341,0.0005041648,0.001779702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001791077,"about_ca_system_score_gemma":0.0004045253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000324806,"about_ca_topic_score_gemma":0.0006320173,"domain_scores_codex":[0.999652,0.00004135469,0.0000318295,0.0001087868,0.000141522,0.00002447324],"domain_scores_gemma":[0.9994729,0.000229497,0.00005806258,0.00007949378,0.00007680783,0.00008324809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000427507,0.000123318,0.0009925532,0.0004473882,0.00001985723,0.0003925982,0.00006932386,0.0004200122,0.842078,0.001212107,0.004388228,0.1494291],"study_design_scores_gemma":[0.0007518637,0.009109963,0.04613749,0.0002168174,0.0001966758,0.02614791,0.00009766733,0.02555781,0.7231553,0.003162651,0.1652097,0.0002562847],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2103038,0.002262695,0.7424858,0.0008779711,0.0005305337,0.002396346,0.003056471,0.01128625,0.02680012],"genre_scores_gemma":[0.4946847,0.001183751,0.4775574,0.001091322,0.0002168834,0.001807247,0.0008308362,0.0004648526,0.02216301],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.007879353,"threshold_uncertainty_score":0.02635902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0540848996760638,"score_gpt":0.4543428163732686,"score_spread":0.4002579166972048,"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."}}