{"id":"W4230210470","doi":"10.36227/techrxiv.14429087","title":"Real-time video image processing based on optical Kerr microcombs","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Slime Mold and Myxomycetes Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Australian Research Council; Natural Sciences and Engineering Research Council of Canada; Chinese Academy of Sciences; Ministère de l'Économie, de la Science et de l'Innovation - Québec","keywords":"Computer science; Broadband; Image processing; Photonics; Massively parallel; Video processing; Signal processing; Bandwidth (computing); Key (lock); Computer hardware; Digital signal processing; Telecommunications; Artificial intelligence; Optics; Physics; Image (mathematics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001082229,0.0002119181,0.0001630457,0.0002439996,0.0001550504,0.0003467032,0.0003227041,0.0002323025,0.002008706],"category_scores_gemma":[0.00025952,0.0001005508,0.00008624753,0.0001874684,0.0003135082,0.0005044194,0.0002509005,0.0002512423,0.0005252801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000252603,"about_ca_system_score_gemma":0.0001673878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003292107,"about_ca_topic_score_gemma":0.0003965689,"domain_scores_codex":[0.9998877,0.00001128928,0.000005250424,0.00003108471,0.00004930796,0.00001537174],"domain_scores_gemma":[0.9998882,0.0000331822,0.00002017399,0.00001692113,0.00003041487,0.00001115113],"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":[0.00007830139,0.00003380691,0.0002002788,0.00004004602,0.00000364116,0.00008529099,0.00003927914,0.000391084,0.9679884,0.002837678,0.0005501669,0.02775187],"study_design_scores_gemma":[0.00002284395,0.000183233,0.001092043,0.00000675914,0.000006252721,0.0003187106,0.00003430231,0.03627993,0.9528377,0.0008525608,0.00834943,0.0000162846],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6849391,0.001162178,0.2866119,0.00088919,0.0002978038,0.0001425557,0.0002848947,0.002498811,0.02317353],"genre_scores_gemma":[0.8465596,0.000390763,0.1440877,0.0001298883,0.00006227553,0.00008314104,0.0001303044,0.00009246104,0.008463735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002008706,"threshold_uncertainty_score":0.006719768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01298599575236055,"score_gpt":0.2674575809245519,"score_spread":0.2544715851721913,"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."}}