{"id":"W4391087972","doi":"10.23919/ofc49934.2023.10116447","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; Fiber; Modulation (music); Materials science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002216056,0.0004514507,0.0002667069,0.0007135964,0.0002603964,0.0002319481,0.0005310777,0.0005211006,0.001524518],"category_scores_gemma":[0.0005858743,0.0001964987,0.0001380567,0.00041697,0.0003700338,0.0005490198,0.0004583577,0.0005227462,0.0005140616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001597313,"about_ca_system_score_gemma":0.00018172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000284547,"about_ca_topic_score_gemma":0.0007510891,"domain_scores_codex":[0.9996666,0.00002944835,0.00001351091,0.00008088028,0.0001890555,0.00002065456],"domain_scores_gemma":[0.9995586,0.0001761144,0.00007635049,0.00005528652,0.0001076399,0.00002601146],"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":[0.00002460071,0.00001255024,0.0005247343,0.00004564576,0.000005560044,0.00003392981,0.00002137597,0.00007115689,0.9836157,0.0001995991,0.00009489027,0.01535029],"study_design_scores_gemma":[0.000005518685,0.000122486,0.002525064,0.000003049842,0.00001149398,0.000341685,0.00001762184,0.003733893,0.9913804,0.0003153146,0.001532425,0.00001096334],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.484729,0.001656659,0.5045559,0.0002578617,0.0002758626,0.000167735,0.0004987399,0.001041447,0.006816664],"genre_scores_gemma":[0.7539661,0.0006949328,0.2416803,0.00009491591,0.0001246984,0.0001031946,0.0001881624,0.00005098505,0.003096732],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001524518,"threshold_uncertainty_score":0.005100012,"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."}}