{"id":"W2531297735","doi":"","title":"Engineering of Light-Gated Artificial Ion Channels","year":2006,"lang":"en","type":"article","venue":"Qucosa (Saxon State and University Library Dresden)","topic":"Advanced Memory and Neural Computing","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ústav analytické chemie, Akademie Věd České Republiky; National Institutes of Health; National Institute of Standards and Technology; Universität Bremen; University of Toronto; Technische Universität Dresden","keywords":"Chemistry; Computer science","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":[0.0000253433,0.0001343016,0.000165741,0.0001494452,0.00007158383,0.00002045245,0.00009108302,0.00005228162,0.00003098921],"category_scores_gemma":[0.000001756473,0.0001550605,0.0000420632,0.0002211132,0.0000177033,0.0007423853,0.00006081558,0.0001277464,0.000008971955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001139282,"about_ca_system_score_gemma":0.000007796319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008242553,"about_ca_topic_score_gemma":0.000003314632,"domain_scores_codex":[0.999411,0.0000158033,0.0001434893,0.0001513653,0.00007418695,0.0002041317],"domain_scores_gemma":[0.9997617,0.00003342483,0.00003403448,0.00009644321,0.00001013077,0.00006429185],"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":[0.0003659298,0.0001183751,0.001069165,0.0006256244,0.0001196571,0.0005809668,0.0012429,0.4325465,0.5257435,0.01676112,0.004930458,0.01589578],"study_design_scores_gemma":[0.0005446888,0.00007890155,0.001006143,0.000102606,0.00002344905,0.0000104411,0.0002252136,0.02146709,0.8927314,0.0008936345,0.0824854,0.0004309852],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934576,0.0001448366,0.003323094,0.00007266563,0.0002418301,0.00009043238,0.00002203191,0.0002954968,0.002352049],"genre_scores_gemma":[0.9976639,0.00007756898,0.0003960635,0.00000952158,0.0001102941,1.018821e-7,0.00002024753,0.00001969816,0.0017026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4110794,"threshold_uncertainty_score":0.6323185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009152894852070239,"score_gpt":0.1753148751021197,"score_spread":0.1661619802500495,"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."}}