{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001151328,0.0001116943,0.0003853555,0.0001469185,0.00001948236,0.00001173951,0.0004253585,0.0001451077,0.00002837414],"category_scores_gemma":[0.0001555216,0.00009906838,0.00002960691,0.0003161899,0.0001183229,0.0002028459,0.00008900969,0.0003214457,0.000003099191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003217666,"about_ca_system_score_gemma":0.00001862545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":8.831812e-7,"about_ca_topic_score_gemma":0.000001678568,"domain_scores_codex":[0.9992527,0.00001503028,0.0003864444,0.00009267554,0.00009810409,0.0001550576],"domain_scores_gemma":[0.999431,0.00006879396,0.0001860327,0.000135311,0.0001056787,0.00007316261],"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":[0.0001802183,0.00005907524,0.00563292,0.0002089944,0.000401454,0.0002712396,0.001666695,0.01953155,0.9509317,0.00620856,0.002962242,0.0119453],"study_design_scores_gemma":[0.001070764,0.0005450796,0.0008607603,0.00008982457,0.00005268084,0.0004965776,0.0004587124,0.004378038,0.9795462,0.007930496,0.00432192,0.0002489588],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8907356,0.001305376,0.1052029,0.001882334,0.0001253675,0.0001618604,0.00000343426,0.00009137562,0.0004918341],"genre_scores_gemma":[0.8631874,0.0002621677,0.1364447,0.00004333535,0.0000329556,0.000001292761,8.113137e-8,0.00001898072,0.000009161396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0312418,"threshold_uncertainty_score":0.4039891,"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."}}