{"id":"W2357462216","doi":"","title":"Experimental Study on Strain Monitoring of Concrete Using a Steel Slice Packaged Fiber Grating","year":2003,"lang":"en","type":"article","venue":"","topic":"Advanced Fiber Optic Sensors","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"CAE (Canada)","funders":"","keywords":"Materials science; Strain gauge; Grating; Strain (injury); Fiber Bragg grating; Composite material; Fiber; Beam (structure); Wafer; Structural engineering; Optoelectronics; 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":[0.0001260643,0.0001930364,0.0002205674,0.00006508332,0.00005260032,0.00001638575,0.00007262491,0.00004832154,0.0000843786],"category_scores_gemma":[0.0000456325,0.0001958828,0.00004389419,0.0001504205,0.00002133335,0.0001160403,0.00001298353,0.0001583026,0.00001225039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009979308,"about_ca_system_score_gemma":0.000009538207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008630216,"about_ca_topic_score_gemma":3.19397e-7,"domain_scores_codex":[0.9990096,0.00005134833,0.0002874847,0.0001875558,0.0002106936,0.0002532879],"domain_scores_gemma":[0.9995133,0.0001160179,0.00004278489,0.0002411294,0.00002460484,0.00006222056],"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":[0.000008647366,0.00002938246,0.0013275,0.0000134759,0.00006339795,0.00001238225,0.002640534,0.0478535,0.9477583,0.0001778543,0.000004103667,0.0001109009],"study_design_scores_gemma":[0.001016363,0.0002371598,0.001101826,0.00005279653,0.00001768621,0.000007592707,0.03440586,0.004781323,0.9580374,0.000005232996,0.00003816804,0.0002986197],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913575,0.00006158878,0.0008700712,5.553134e-7,0.0002153401,0.0003013126,0.000005354645,0.0001695816,0.007018694],"genre_scores_gemma":[0.9703848,4.742336e-7,0.02935768,0.000003377336,0.00003939915,0.000009617461,5.967017e-7,0.00005346485,0.0001506257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04307217,"threshold_uncertainty_score":0.7987867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0364372088893363,"score_gpt":0.2907773217536564,"score_spread":0.2543401128643201,"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."}}