{"id":"W4252377898","doi":"10.1061/ciegag.0000176","title":"Skillful Substitution","year":2008,"lang":"en","type":"article","venue":"Civil engineering","topic":"Structural Engineering and Vibration Analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Truss; Bridge (graph theory); Honor; Forensic engineering; Engineering; Flood myth; Substitution (logic); Truss bridge; Civil engineering; Structural engineering; Archaeology; Computer science; History","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":[0.00249618,0.0008335229,0.0004205797,0.000824888,0.002120619,0.002232184,0.002387686,0.00140704,0.1643158],"category_scores_gemma":[0.01479425,0.0002882023,0.0005451459,0.0007823301,0.001765928,0.002975954,0.005457276,0.001742387,0.06901368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001346607,"about_ca_system_score_gemma":0.00452638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005820561,"about_ca_topic_score_gemma":0.01132748,"domain_scores_codex":[0.9971555,0.000436605,0.0001316815,0.0004524006,0.001233149,0.0005905857],"domain_scores_gemma":[0.994719,0.0008619923,0.0002474792,0.001229686,0.001911923,0.001029768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004362617,0.0006055511,0.009447026,0.0004446876,0.00003465299,0.002510322,0.007788094,0.001285349,0.005896229,0.09211585,0.2856994,0.5937365],"study_design_scores_gemma":[0.00006854087,0.0002296943,0.003823255,0.0004140847,0.00002198356,0.003311414,0.004638512,0.002379118,0.002023418,0.0444671,0.9385732,0.00004961683],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06522091,0.00110768,0.08017046,0.01537526,0.003025456,0.0004356127,0.0006837508,0.002717406,0.8312635],"genre_scores_gemma":[0.368597,0.001717141,0.07948961,0.01056534,0.0004458835,0.0005194431,0.001273331,0.001626585,0.5357657],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1643158,"threshold_uncertainty_score":0.5496911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007095902161426894,"score_gpt":0.1700668176438636,"score_spread":0.1629709154824368,"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."}}