{"id":"W2795661296","doi":"10.1063/1.5039344","title":"An open and flexible digital phase-locked loop for optical metrology","year":2018,"lang":"en","type":"article","venue":"Review of Scientific Instruments","topic":"Optical Network Technologies","field":"Engineering","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Bandwidth (computing); Software; Actuator; Electronics; Optical fiber; Metrology; Digital control; Noise (video); Control software; Interface (matter)","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":[0.000463191,0.0001266725,0.0003438764,0.00008703415,0.00009434443,0.0002054436,0.000598957,0.00007050158,0.00005514902],"category_scores_gemma":[0.0001385123,0.0001077694,0.00003553995,0.0003609131,0.0006430153,0.000487024,0.00022009,0.00006712916,0.00003332749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002564508,"about_ca_system_score_gemma":0.00001741413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":4.019708e-7,"about_ca_topic_score_gemma":6.324335e-7,"domain_scores_codex":[0.9989123,0.000007847016,0.0003356296,0.000296666,0.0001480476,0.0002995127],"domain_scores_gemma":[0.9993175,0.00002984266,0.00004608438,0.0004200475,0.0001003655,0.00008616383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001830867,0.0001467868,0.0001619493,0.001641414,0.00005310693,5.26222e-7,0.00001057611,0.000001099586,0.004008132,0.01302686,0.002787712,0.9781435],"study_design_scores_gemma":[0.01155499,0.01018762,0.0006939439,0.01424775,0.0006441108,0.000118901,0.0002593187,0.1970059,0.2540287,0.03018947,0.4784587,0.002610539],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926016,0.00175665,0.0004943133,0.0001075758,0.0005871665,0.0008735001,0.00005011357,0.0001776422,0.003351402],"genre_scores_gemma":[0.9788665,0.001010204,0.01980198,0.00005498482,0.00003734491,0.00005035537,0.00004519435,0.00001944681,0.000114008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.975533,"threshold_uncertainty_score":0.4394708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03091486746432121,"score_gpt":0.3246944460060225,"score_spread":0.2937795785417013,"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."}}