{"id":"W2054051571","doi":"10.1139/l00-034","title":"Pultruded fibre reinforced polymer reinforcements with embedded fibre optic sensors","year":2000,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Advanced Fiber Optic Sensors","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pultrusion; Materials science; Rod; Composite material; Optical fiber; Fibre-reinforced plastic; Composite number; Fiber Bragg grating; Extensometer; Epoxy; Creep; Structural engineering; Computer science; Engineering; Optoelectronics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001045345,0.0003729346,0.0004219839,0.0004660811,0.00007732773,0.00007948474,0.0003023379,0.0001413267,0.001641264],"category_scores_gemma":[0.00004607726,0.0003674272,0.0001207119,0.0004582589,0.00004543902,0.0005190168,0.000004992251,0.0004907128,0.00005308447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003216559,"about_ca_system_score_gemma":0.0002182992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001110572,"about_ca_topic_score_gemma":0.001316437,"domain_scores_codex":[0.9981735,0.000009116336,0.0005895899,0.0001534771,0.0003011988,0.0007730754],"domain_scores_gemma":[0.9984539,0.0000544459,0.00008903886,0.0003314833,0.0001051034,0.0009660401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001881503,8.884317e-7,0.00002021761,0.00005430317,0.0001430359,0.0005316818,0.0005177035,0.9955192,0.001908526,0.0001346344,0.0005499913,0.0006010708],"study_design_scores_gemma":[0.00503559,0.0007067833,0.0008407353,0.002076987,0.0003060189,0.00807819,0.0007344661,0.9021255,0.03719854,0.00002449817,0.04004696,0.002825694],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9693876,0.001103397,0.008811532,0.00008739407,0.0007036314,0.0002768643,0.00002407702,0.0002344914,0.01937104],"genre_scores_gemma":[0.994377,0.00003806108,0.002137635,0.00003856485,0.0002155768,0.000003789915,0.000007475105,0.0001369462,0.003044911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09339359,"threshold_uncertainty_score":0.9998778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004932087836773555,"score_gpt":0.1767760225864785,"score_spread":0.1718439347497049,"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."}}