{"id":"W2314032529","doi":"10.1061/40885(215)12","title":"Deformation of Round Determinate Panels Containing Fibres","year":2006,"lang":"en","type":"article","venue":"","topic":"Composite Structure Analysis and Optimization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Cracking; Materials science; Structural engineering; Deformation (meteorology); Residual; Composite material; Reinforced concrete; Test data; Residual strength; Test method; Computer science; Engineering; Geology","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":[0.000204411,0.0003186627,0.000236952,0.0002041517,0.000193339,0.0002187408,0.0002548538,0.0003584112,0.001513907],"category_scores_gemma":[0.0005573449,0.0002006549,0.0001971969,0.0001414977,0.0003903459,0.0002454008,0.000248601,0.0002459489,0.0002700841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002453487,"about_ca_system_score_gemma":0.0001364338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001076861,"about_ca_topic_score_gemma":0.002049756,"domain_scores_codex":[0.999696,0.00002630563,0.00001266159,0.00007467323,0.0001292314,0.00006124216],"domain_scores_gemma":[0.9997091,0.00008894494,0.00006572671,0.00005770155,0.00004494976,0.00003357642],"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":[0.0003216121,0.00003757504,0.003836254,0.00003351351,0.0000105794,0.0003167851,0.0001419837,0.006763559,0.9831645,0.0000659826,0.00003631227,0.005271395],"study_design_scores_gemma":[0.00001496561,0.001178731,0.07684162,0.00001448638,0.00002144609,0.00031687,0.0001657953,0.0297755,0.8908728,0.00006175851,0.0007054971,0.00003049231],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983931,0.00004078893,0.001182317,0.000002816721,0.000002497993,0.000006406649,0.00004151492,0.00001397453,0.0003164784],"genre_scores_gemma":[0.9987183,0.00003284684,0.0006394277,0.000003495726,9.317184e-7,0.00000415399,0.00006159317,0.000006773986,0.0005324964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001513907,"threshold_uncertainty_score":0.005064487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003966146020573207,"score_gpt":0.1845871252118486,"score_spread":0.1806209791912753,"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."}}