{"id":"W2892961408","doi":"","title":"The Fatigue Behaviour of Welded and Bolted Shear Connectors in Composite Highway Bridges","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Structural Load-Bearing Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Welding; Structural engineering; Bolted joint; Composite number; Shear (geology); Materials science; Engineering; Forensic engineering; Composite material; Finite element method","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008357706,0.0001890235,0.0003887598,0.000250567,0.0001091287,0.00001791897,0.0002558905,0.0001912014,0.00003125997],"category_scores_gemma":[0.000009433977,0.0001844967,0.00009829039,0.0002027457,0.0001202065,0.00008437977,0.00003501568,0.0001953839,0.000003670408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005703513,"about_ca_system_score_gemma":0.00001242926,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05788292,"about_ca_topic_score_gemma":0.0755517,"domain_scores_codex":[0.9992633,0.0000363277,0.0001455423,0.0001951177,0.0001742192,0.0001854369],"domain_scores_gemma":[0.9994439,0.00005655103,0.0001175548,0.0002356168,0.00009629207,0.00005009475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0008554597,0.00009856262,0.1433901,0.002497461,0.002324275,0.0001140967,0.3187855,0.005004353,0.517182,0.0005131048,0.003067071,0.006167982],"study_design_scores_gemma":[0.0008584532,0.00009611719,0.7887126,0.0004442202,0.0003684197,0.000002600611,0.06765513,0.005539301,0.1356909,0.00003983412,0.0001062669,0.0004861418],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992219,0.0002009242,0.000002122908,0.00006195159,0.0001966233,0.000119344,0.0000342017,0.00005972584,0.0001032667],"genre_scores_gemma":[0.9850832,0.0001742268,0.0003110446,7.798307e-7,0.00001177618,2.103792e-7,0.0001723951,0.00002219046,0.01422421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6453225,"threshold_uncertainty_score":0.9483907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008054830264544004,"score_gpt":0.1948552928208835,"score_spread":0.1868004625563394,"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."}}