{"id":"W3112146983","doi":"10.1109/smc42975.2020.9283465","title":"Validity Testing the NeuLog Galvanic Skin Response Device","year":2020,"lang":"en","type":"article","venue":"","topic":"Heart Rate Variability and Autonomic Control","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"Research and Development","keywords":"Skin conductance; Computer science; Response time; Simulation; Biomedical engineering; Medicine","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":[0.001068298,0.00008986659,0.0001802261,0.00001274763,0.0000962241,0.00002497143,0.00008930729,0.00004784785,0.0005799448],"category_scores_gemma":[0.003426763,0.00005467854,0.00006777764,0.0002011093,0.00004168831,0.00004313151,0.00005195606,0.000229858,0.0003633522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003395871,"about_ca_system_score_gemma":0.0002521399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006342476,"about_ca_topic_score_gemma":0.000006511176,"domain_scores_codex":[0.9990044,0.0002800744,0.0002171288,0.0002108501,0.0001024156,0.0001851207],"domain_scores_gemma":[0.9978357,0.001664976,0.00003063592,0.0002632616,0.00005684237,0.0001485931],"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":[0.001277636,0.000193861,0.01968682,0.0001329426,0.00007320424,0.00009480157,0.002678033,0.00007020061,0.9261509,0.0004639455,0.007460885,0.04171677],"study_design_scores_gemma":[0.002171353,0.0008711912,0.390824,0.00004533785,0.000150315,0.00007091847,0.0004772356,0.05773716,0.01605672,0.0001776272,0.5311611,0.0002570863],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.872338,0.00001725098,0.0007573463,0.1224489,0.00005519008,0.0003288627,0.000002454252,0.0001351643,0.003916869],"genre_scores_gemma":[0.9759861,8.604158e-7,0.001004058,0.02228404,0.0002544441,0.000009014317,0.00000116862,0.00000931621,0.0004510177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9100942,"threshold_uncertainty_score":0.6349989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1292127303134826,"score_gpt":0.3022294995521378,"score_spread":0.1730167692386552,"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."}}