{"id":"W2517214291","doi":"10.1038/srep31903","title":"All-optical analog comparator","year":2016,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Optical Network Technologies","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Optech (Canada)","funders":"Taiyuan University of Technology; National Natural Science Foundation of China","keywords":"Comparator; Computer science; SIGNAL (programming language); Analog signal; Electronic engineering; Optoelectronics; Physics; Computer hardware; Digital signal processing; Voltage; 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":[0.0003585402,0.0001117287,0.0001444621,0.00009411298,0.00005649942,0.0001020944,0.0001472557,0.00008577821,0.0001540098],"category_scores_gemma":[0.0001269803,0.00007273856,0.00005166831,0.0002880047,0.0003533541,0.0001284358,0.00006583269,0.00008013799,0.0003747051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005258192,"about_ca_system_score_gemma":0.00001414952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":4.348092e-7,"about_ca_topic_score_gemma":0.000003696888,"domain_scores_codex":[0.9987223,0.000005636019,0.0002913116,0.0003503703,0.0002602195,0.0003701921],"domain_scores_gemma":[0.9990411,0.00004786805,0.00002815063,0.000731427,0.00004378072,0.0001076578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004350953,0.00006580203,0.009907611,0.00003232268,0.0000868862,0.001255059,0.00004226039,0.001128629,0.2200822,0.01771678,0.7096905,0.03998755],"study_design_scores_gemma":[0.0002150881,0.00003826434,0.004518998,0.00009152508,0.00003344447,0.0004824092,0.0000279809,0.005258915,0.1657707,0.05963108,0.7632579,0.0006736862],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9696099,0.0002176777,0.003979548,0.0004615234,0.007505798,0.0001345868,0.000001281662,0.00187597,0.01621371],"genre_scores_gemma":[0.9949213,0.000005880084,0.004237202,0.00001015522,0.00005433834,0.00001032332,0.000002200028,0.00001576004,0.0007428832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05431151,"threshold_uncertainty_score":0.4816201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01573513586113992,"score_gpt":0.2303657264189595,"score_spread":0.2146305905578196,"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."}}