{"id":"W7097606545","doi":"","title":"Bridging the Generations: The Evolution of Metal Truss Bridges in Michigan","year":2006,"lang":"en","type":"article","venue":"","topic":"Structural Engineering and Vibration Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bridge (graph theory); Truss bridge; Downtown; Port (circuit theory); Bridging (networking); Lift (data mining)","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":[0.00008429064,0.00006184112,0.00007327153,0.00006390634,0.00004033133,0.00001745067,0.0000803675,0.00001893445,0.00002590689],"category_scores_gemma":[0.00000836698,0.0000346847,0.00004806873,0.0002711673,0.00002348242,0.00005994185,0.000006234819,0.00006130478,0.000002977545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000315226,"about_ca_system_score_gemma":0.000005713051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001164855,"about_ca_topic_score_gemma":0.001544818,"domain_scores_codex":[0.9996064,0.00001528848,0.0001655187,0.00005318561,0.00007868117,0.00008091639],"domain_scores_gemma":[0.9998144,0.0000280317,0.0000139914,0.00012345,0.00001317158,0.00000694068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[3.382633e-7,0.000001602362,0.0004050506,0.000003543563,0.00001337764,1.021068e-7,0.00005602094,0.9752197,0.01187865,0.01139477,0.0001569265,0.0008698744],"study_design_scores_gemma":[0.00006309146,0.00000180165,0.04556658,0.00000295155,0.00001463199,0.000002341115,0.0002080192,0.9361829,0.01762052,0.0001470786,0.000139202,0.00005090466],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7091662,0.0006338888,0.2883553,0.0003058049,0.00009616535,0.0000556905,0.000002331132,0.00008705707,0.001297546],"genre_scores_gemma":[0.9993961,0.000008509752,0.0002871227,0.00001241491,0.0000844045,0.000006308725,0.000005523963,0.000006852415,0.0001927529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2902299,"threshold_uncertainty_score":0.1760921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004436551771672547,"score_gpt":0.1826079819775358,"score_spread":0.1781714302058632,"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."}}