{"id":"W2038307011","doi":"10.1016/j.tws.2012.06.013","title":"Enhancement of buckling capacity of steel plates strengthened with GFRP plates","year":2012,"lang":"en","type":"article","venue":"Thin-Walled Structures","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Buckling; Fibre-reinforced plastic; Materials science; Structural engineering; Adhesive; Composite material; Bearing capacity; Engineering; Layer (electronics)","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001163025,0.0003672244,0.0005471066,0.0001358053,0.00005612734,0.00001604683,0.0003159381,0.0001636752,0.0003489549],"category_scores_gemma":[0.00003309518,0.0002820307,0.0001029149,0.0001580361,0.0001435953,0.0002611877,0.0000526668,0.0002862155,0.000003212815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006070634,"about_ca_system_score_gemma":0.00002118847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001018501,"about_ca_topic_score_gemma":0.000005750245,"domain_scores_codex":[0.9983712,0.00002541915,0.0005126111,0.000176963,0.0004243548,0.0004894111],"domain_scores_gemma":[0.9990222,0.0001356865,0.0002029798,0.0004083184,0.00009439584,0.0001363799],"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":[0.0002540198,0.000004564957,0.003995897,0.0004884293,0.0006112587,0.000003276017,0.00951011,0.03551663,0.9415903,0.004522271,0.0000620287,0.003441187],"study_design_scores_gemma":[0.0008171029,0.0001223631,0.009588475,0.00008610892,0.0001108716,0.00001609812,0.000417697,0.001519747,0.9864481,0.0004454915,0.00006765451,0.0003602998],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971354,0.0006518864,0.0004160965,0.000005593146,0.0003400418,0.0002641344,0.00003906916,0.000165767,0.0009819814],"genre_scores_gemma":[0.986711,0.00003935,0.01304135,0.000008482352,0.00008233556,0.00001035872,0.00002010005,0.00004818146,0.00003881446],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04485777,"threshold_uncertainty_score":0.9999632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01371597409863304,"score_gpt":0.2148234395911972,"score_spread":0.2011074654925642,"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."}}