{"id":"W4379390729","doi":"10.32920/23296385.v1","title":"Precision Phosphene Control Through Cutaneous Facial Electrical Stimulation","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Olfactory and Sensory Function Studies","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Phosphene; Stimulation; Orientation (vector space); Visual field; Psychology; Audiology; Medicine; Artificial intelligence; Neuroscience; Computer vision; Computer science; Transcranial magnetic stimulation; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002352621,0.0002832351,0.0001548484,0.0001685597,0.00007242328,0.0002419607,0.0001959923,0.000199426,0.001378436],"category_scores_gemma":[0.000949926,0.00008680571,0.0001189388,0.0000890777,0.0003582453,0.0002538387,0.0003092121,0.0002052197,0.0001913875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007725838,"about_ca_system_score_gemma":0.00006864258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002206577,"about_ca_topic_score_gemma":0.000252231,"domain_scores_codex":[0.9998673,0.00002933026,0.000009446968,0.00003893039,0.00003923808,0.00001579312],"domain_scores_gemma":[0.9998224,0.00009070666,0.00003452796,0.00002449277,0.0000172949,0.00001048758],"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":[0.0005350782,0.00002574727,0.0003639255,0.00008468928,0.000006677795,0.0001033036,0.00003863347,0.0005114094,0.9666049,0.0001664994,0.00009463751,0.03146442],"study_design_scores_gemma":[0.0002050424,0.003216258,0.03269367,0.00003465397,0.00005973268,0.002213974,0.0001184736,0.0102872,0.9473135,0.001233266,0.00259104,0.00003307402],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9574982,0.0008085356,0.03859369,0.0000860534,0.00004227216,0.00008357008,0.00008476913,0.000185087,0.002617806],"genre_scores_gemma":[0.9922524,0.0002588029,0.006537835,0.00003818584,0.00001606353,0.00002578333,0.00002753021,0.0000149403,0.0008284184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001378436,"threshold_uncertainty_score":0.004611373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1752709142701737,"score_gpt":0.3175017262271269,"score_spread":0.1422308119569532,"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."}}