{"id":"W2093569791","doi":"10.1038/nprot.2006.67","title":"Photoconductive stimulation of neurons cultured on silicon wafers","year":2006,"lang":"en","type":"article","venue":"Nature Protocols","topic":"Neuroscience and Neural Engineering","field":"Neuroscience","cited_by":39,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"National Institute on Drug Abuse","keywords":"Wafer; Photoconductivity; Materials science; Silicon; Optoelectronics; Depolarization; Subthreshold conduction; Microscopy; Stimulation; Substrate (aquarium); Electrophysiology; Biological neural network; Biasing; Transistor; Nanotechnology; Biological system; Biophysics; Optics; Neuroscience; Voltage; Physics; Biology","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":[0.00007214108,0.0001774516,0.0001729236,0.0001255574,0.00009456323,0.00003574519,0.0002735463,0.0001556445,0.00001685544],"category_scores_gemma":[0.0003657374,0.0001420676,0.00007965854,0.0005074281,0.00009860566,0.00026929,0.00003332592,0.0005255135,0.00001362918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002992092,"about_ca_system_score_gemma":0.00002446231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005781872,"about_ca_topic_score_gemma":0.000001099264,"domain_scores_codex":[0.9985932,0.00006482512,0.000228641,0.0004522923,0.0004094194,0.0002516061],"domain_scores_gemma":[0.9993786,0.0001420564,0.0001245965,0.0002658371,0.00004116694,0.00004776012],"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":[0.0000812294,0.0001000357,0.00009072406,0.00002224962,4.422657e-7,0.000009157978,0.00002020595,0.002595941,0.9916968,0.004860852,0.0002366869,0.0002857278],"study_design_scores_gemma":[0.0005279494,0.0003011634,0.002084364,0.00004611654,0.000002503358,0.00000729337,0.000002684088,0.001541365,0.9903094,0.0006397204,0.004399238,0.0001382306],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8958343,0.00000465496,0.00006414334,0.0002860969,0.000316502,0.09525999,0.00003302082,0.0002638508,0.007937476],"genre_scores_gemma":[0.9800427,3.248389e-7,0.000060121,0.0005062738,0.00008341706,0.01891471,0.000001425805,0.00001940099,0.0003716181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08420844,"threshold_uncertainty_score":0.5793347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0316094101446148,"score_gpt":0.3318362436219365,"score_spread":0.3002268334773217,"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."}}