{"id":"W2971412844","doi":"10.1201/9780429319778-102","title":"Fiber optic temperature sensors in under-documented dams","year":2019,"lang":"en","type":"book-chapter","venue":"","topic":"Dam Engineering and Safety","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Optical fiber; Fiber optic sensor; Materials science; Environmental science; Fiber; Optics; Composite material; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003622019,0.0002694794,0.000266576,0.0004833014,0.0003856546,0.0004576317,0.0005033053,0.0004230221,0.00111742],"category_scores_gemma":[0.0006913534,0.0003256593,0.0001530931,0.0004946659,0.0002889776,0.0006299699,0.0005178166,0.0002673072,0.0003613929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008546147,"about_ca_system_score_gemma":0.0008154662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02104687,"about_ca_topic_score_gemma":0.05059104,"domain_scores_codex":[0.999656,0.00002726477,0.00001074642,0.000100563,0.0001376828,0.00006782432],"domain_scores_gemma":[0.9996145,0.0000567756,0.00008704584,0.00003015203,0.0001760792,0.00003550041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009219685,0.0002099393,0.311459,0.0002471966,0.00007928481,0.0009957445,0.002974915,0.03631932,0.5360169,0.0008216308,0.001290391,0.1086636],"study_design_scores_gemma":[0.00004724991,0.0008658969,0.6714293,0.0001283274,0.0001708856,0.0004890626,0.00258846,0.13444,0.1771457,0.0008148293,0.01174083,0.0001394669],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9921686,0.0001118998,0.005923087,0.00003346425,0.0000109232,0.00001427704,0.0002398449,0.0001448919,0.001353118],"genre_scores_gemma":[0.9881719,0.0001705344,0.007589318,0.00001674635,0.000005543096,0.0000230331,0.0002212248,0.0000210491,0.003780705],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02104687,"threshold_uncertainty_score":0.04184872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006496249882920623,"score_gpt":0.1947213036472687,"score_spread":0.188225053764348,"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."}}