{"id":"W7047380757","doi":"","title":"Experimental and Numerical Investigations of a Full-Scale Steel- and GFRP- Reinforced Concrete Bridge Deck under Pulsating and Rolling Load Fatigue","year":2024,"lang":"en","type":"dissertation","venue":"QSpace (Queen's University Library)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fibre-reinforced plastic; Rebar; Deck; Stiffness; Cracking; Girder; Deflection (physics); Bridge deck; Reinforced concrete","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":[0.0007786074,0.000479865,0.0009630256,0.0005283585,0.000815041,0.0003904132,0.001139982,0.001009739,0.001195174],"category_scores_gemma":[0.0007664341,0.000337177,0.0004261134,0.0004309858,0.0009531879,0.0005045672,0.0005888113,0.0005300569,0.0002745821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004691623,"about_ca_system_score_gemma":0.0004253731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002966515,"about_ca_topic_score_gemma":0.007014821,"domain_scores_codex":[0.9995135,0.00003470296,0.00003588779,0.0001070954,0.0002042604,0.0001045648],"domain_scores_gemma":[0.9991508,0.0001923901,0.00009243558,0.000141954,0.0002751848,0.0001472902],"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":[0.001473662,0.001989989,0.0380097,0.0003864027,0.00004987884,0.001441199,0.001055579,0.1965523,0.7425098,0.0004298831,0.0005512753,0.01555024],"study_design_scores_gemma":[0.0002090979,0.01030156,0.1300215,0.00004342462,0.0001091231,0.0005137288,0.001723447,0.5499848,0.3051143,0.0003742561,0.001475714,0.0001291431],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988789,0.00002121721,0.0005310474,0.000009305605,0.000004043738,0.00001961495,0.0001079339,0.00002526756,0.0004026651],"genre_scores_gemma":[0.9976559,0.00003143907,0.001719595,0.000005905322,0.000001369594,0.0000250781,0.0001008108,0.000006723924,0.000453088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002966515,"threshold_uncertainty_score":0.005898535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01135767272106734,"score_gpt":0.2331124978306197,"score_spread":0.2217548251095524,"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."}}