{"id":"W4392379755","doi":"10.3390/nano14050465","title":"Recent Advances in Tactile Sensory Systems: Mechanisms, Fabrication, and Applications","year":2024,"lang":"en","type":"article","venue":"Nanomaterials","topic":"Advanced Sensor and Energy Harvesting Materials","field":"Engineering","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Beijing Institute of Technology; National Natural Science Foundation of China; Beijing Institute of Technology Research Fund Program for Young Scholars; China Postdoctoral Science Foundation; National Key Research and Development Program of China; British Columbia Innovation Council","keywords":"Sensory system; Fabrication; Computer science; Sensory substitution; Nanotechnology; Human–computer interaction; Materials science; Neuroscience; Psychology; Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001590476,0.0001374198,0.000204068,0.0001074396,0.00003747474,0.0001474839,0.00006079492,0.00006994057,0.00005972007],"category_scores_gemma":[0.00002675791,0.0001326651,0.00001162638,0.0001476476,0.00001782896,0.0002916122,0.0000157339,0.00003332209,0.00005702169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006044796,"about_ca_system_score_gemma":0.00000988049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000551616,"about_ca_topic_score_gemma":0.000002923588,"domain_scores_codex":[0.9991798,0.00003939871,0.0003129189,0.0002123518,0.00007355188,0.0001819445],"domain_scores_gemma":[0.9996821,0.00006721624,0.000024581,0.000151952,0.00002806119,0.00004604302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005813255,0.000009518009,0.000007826046,0.0007126143,0.00001350932,0.00001111079,0.0000916166,0.01983027,0.9282562,0.01885425,0.0001859789,0.03202127],"study_design_scores_gemma":[0.0001429607,0.00001423537,0.00008926951,0.0001736682,0.00001437612,0.00004746727,0.00008775886,0.002313626,0.1934325,0.004412019,0.7989566,0.0003155429],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5710342,0.2450148,0.1354905,0.0001463021,0.01649146,0.002785222,0.0007252274,0.007369462,0.02094285],"genre_scores_gemma":[0.9671879,0.02996568,0.001461739,0.00001624526,0.0004555131,0.0004989685,0.00004907494,0.00006760101,0.0002972374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7987706,"threshold_uncertainty_score":0.5409927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01118300914351268,"score_gpt":0.2399905243105306,"score_spread":0.2288075151670179,"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."}}