{"id":"W2744846462","doi":"10.1109/newcas.2017.8010138","title":"A wireless photostimulator for optogenetics with live animals","year":2017,"lang":"en","type":"article","venue":"","topic":"Photoreceptor and optogenetics research","field":"Neuroscience","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Battery (electricity); Voltage; Electrical engineering; Capacitor; Pulse-width modulation; Driver circuit; Power (physics); Diode; Charge pump; Computer science; Light-emitting diode; Physics; Engineering","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":[0.0001250576,0.0001535041,0.000169497,0.00004799695,0.0006836789,0.0003492234,0.0008295191,0.00006409357,0.0002800534],"category_scores_gemma":[0.0003661151,0.0001138348,0.00006007387,0.00004711374,0.0002958887,0.00008772475,0.0001747244,0.00008999208,0.00009829702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002348033,"about_ca_system_score_gemma":0.00009584655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003867441,"about_ca_topic_score_gemma":0.00003776822,"domain_scores_codex":[0.9985886,0.00002666769,0.000131024,0.000451474,0.0003552837,0.0004469071],"domain_scores_gemma":[0.9986801,0.0002231452,0.00008529946,0.0007001998,0.0001151577,0.0001960829],"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":[0.0002875362,0.00006324696,0.005004677,0.00002085463,0.000007318111,0.000008519292,0.0001225002,0.00001929145,0.9912071,0.001290926,0.0002805471,0.001687454],"study_design_scores_gemma":[0.0008991013,0.0005052132,0.002185759,0.00001269501,0.000007550321,0.000007538369,0.00002649417,0.006577529,0.9852954,0.0002018899,0.004085787,0.0001950803],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859282,0.00001530889,0.001329113,0.0001292965,0.0001069917,0.0008200418,0.00006686308,0.00004683428,0.01155737],"genre_scores_gemma":[0.9953395,0.00004141487,0.002434919,0.0001922134,0.00008576077,0.0001162563,9.770117e-7,0.0000354765,0.001753527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009803845,"threshold_uncertainty_score":0.5258375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09902342300277515,"score_gpt":0.3737277275626879,"score_spread":0.2747043045599127,"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."}}