{"id":"W3111648384","doi":"10.1109/jlt.2020.3045389","title":"Design, Acceptance and Capacity of Subsea Open Cables","year":2020,"lang":"en","type":"article","venue":"Journal of Lightwave Technology","topic":"Advanced Fiber Optic Sensors","field":"Engineering","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ciena (Canada)","funders":"","keywords":"Subsea; Computer science; Electronic engineering; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002863179,0.0007695379,0.0002971321,0.001262594,0.0008786844,0.002189295,0.001348474,0.0007590349,0.00375342],"category_scores_gemma":[0.01259411,0.0002657393,0.0002258031,0.0005982059,0.001246281,0.003113888,0.001709089,0.0004847904,0.0009462963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002386102,"about_ca_system_score_gemma":0.00106568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002905427,"about_ca_topic_score_gemma":0.003471852,"domain_scores_codex":[0.9960454,0.001061585,0.0001488138,0.0004868602,0.001692002,0.0005653388],"domain_scores_gemma":[0.9882247,0.002590813,0.001639158,0.0008763676,0.005816915,0.0008520771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002050282,0.0005962218,0.08596855,0.0004895859,0.0001091147,0.001922234,0.006509174,0.1428477,0.1907495,0.04600516,0.004891885,0.5178607],"study_design_scores_gemma":[0.000223166,0.01210738,0.1045572,0.0004489465,0.0003713601,0.003659625,0.01432746,0.360419,0.3844123,0.02715428,0.09194029,0.0003789616],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8487855,0.0004179862,0.1140089,0.0004033668,0.00006632043,0.0002277545,0.0001483486,0.0007425727,0.0351994],"genre_scores_gemma":[0.9869792,0.0001210597,0.00839836,0.00003770069,0.00002816336,0.00008828974,0.00008937198,0.00007943982,0.004178321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00375342,"threshold_uncertainty_score":0.01731253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04010585040319087,"score_gpt":0.2452206465801148,"score_spread":0.2051147961769239,"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."}}