{"id":"W4377082989","doi":"10.1364/ofc.2023.w4c.2","title":"Direct Electrostriction Measurement using SPM for Fiber Type Identification","year":2023,"lang":"en","type":"article","venue":"","topic":"Integrated Circuits and Semiconductor Failure Analysis","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ciena (Canada)","funders":"","keywords":"Electrostriction; Materials science; Fiber; Modulation (music); Identification (biology); Optics; Acoustics; Physics; Composite material","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":[0.0002088125,0.00007408729,0.00008574495,0.0001510399,0.00005802533,0.0000410528,0.00004531044,0.0000471024,0.0001291159],"category_scores_gemma":[0.0000306381,0.00006717544,0.00005653982,0.000646672,0.000003275642,0.00008202659,0.000002261791,0.00004124729,0.0001653596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001439528,"about_ca_system_score_gemma":0.00001390834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003720419,"about_ca_topic_score_gemma":0.00002604869,"domain_scores_codex":[0.9994435,0.000007042892,0.0001444072,0.0001102976,0.0001345768,0.0001602322],"domain_scores_gemma":[0.9996519,0.00001061618,0.00001610682,0.0001077466,0.0001919452,0.00002168142],"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":[0.000001866988,0.000003806353,0.00001277266,0.00001523142,0.00010257,2.14499e-7,0.00004001994,0.01363331,0.9666331,0.000167109,0.01653645,0.002853493],"study_design_scores_gemma":[0.0001172764,0.00002055556,0.0001684976,0.00001087309,0.0001357549,0.000001126277,0.00009420418,0.3599276,0.6040809,0.000119598,0.03513044,0.0001932314],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8817637,0.0006241747,0.07864551,0.0001453758,0.002381061,0.0009407608,0.00002982546,0.003477696,0.0319919],"genre_scores_gemma":[0.9975355,0.00003578097,0.000218218,0.000009440952,0.00009711728,0.00001515329,0.00005358162,0.00002393597,0.002011311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3625523,"threshold_uncertainty_score":0.2739335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05220811944295289,"score_gpt":0.2522314531281231,"score_spread":0.2000233336851702,"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."}}