{"id":"W2564395810","doi":"","title":"STR-923: FATIGUE OF STUD SHEAR CONNECTORS IN STEEL-PRECAST COMPOSITE BRIDGES","year":2016,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Civil and Structural Engineering Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Precast concrete; Composite number; Structural engineering; Shear (geology); Materials science; Composite material; Engineering","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":[0.0004439077,0.0002588076,0.0002058882,0.0004061623,0.0003894453,0.0001809201,0.0004750876,0.0004757348,0.002714978],"category_scores_gemma":[0.000553479,0.0001774926,0.0002225888,0.000279634,0.0002915904,0.0002381976,0.0001863258,0.00015446,0.0003848695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006182519,"about_ca_system_score_gemma":0.0005459819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01741224,"about_ca_topic_score_gemma":0.07106884,"domain_scores_codex":[0.9997147,0.0000338246,0.00001364397,0.00003934686,0.0001533178,0.00004523642],"domain_scores_gemma":[0.9995812,0.00007461831,0.00005895324,0.00003512957,0.0002110114,0.00003906673],"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":[0.0005204298,0.0001675115,0.02429958,0.0001234885,0.00002016731,0.0003958613,0.0003129004,0.007613708,0.9396258,0.0001259861,0.0006504334,0.0261442],"study_design_scores_gemma":[0.00005398934,0.007172583,0.2603607,0.00004173596,0.00005037829,0.0008990157,0.0005200705,0.03633488,0.6910481,0.0001004126,0.003383676,0.00003443041],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972065,0.0001127217,0.001301168,0.000009121773,0.00000497218,0.00001876785,0.0001140519,0.00005841997,0.001174301],"genre_scores_gemma":[0.9955266,0.00007272023,0.00176686,0.00001603736,0.000002257548,0.00001404342,0.0002519373,0.00001531402,0.002334271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01741224,"threshold_uncertainty_score":0.03462178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0841161844226649,"score_gpt":0.3003798408917413,"score_spread":0.2162636564690764,"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."}}