{"id":"W2944792611","doi":"10.2749/vancouver.2017.1537","title":"The Existing Champlain Bridge - Strengthening Measures","year":2017,"lang":"en","type":"article","venue":"Report","topic":"Structural Engineering and Vibration Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Champlain Regional College; Stantec (Canada)","funders":"","keywords":"Girder; Precast concrete; Bridge (graph theory); Structural engineering; Deck; Engineering; Infill; Enhanced Data Rates for GSM Evolution; Civil engineering; Telecommunications","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002368047,0.00008016616,0.00008617494,0.00001991452,0.0005471662,0.0001890888,0.0001552581,0.00002729913,0.000009147318],"category_scores_gemma":[0.0003308859,0.00005812646,0.00005503143,0.00002844008,0.00003104277,0.00007833821,0.00001948986,0.0000928615,0.000007442728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002314472,"about_ca_system_score_gemma":0.000007061426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006596871,"about_ca_topic_score_gemma":0.00003479689,"domain_scores_codex":[0.999447,0.000004807981,0.0001808892,0.00008852302,0.0001375219,0.0001412575],"domain_scores_gemma":[0.9993592,0.00003463074,0.00006528647,0.0004732707,0.00002760089,0.00004001475],"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":[0.000005317858,0.000004455343,0.009694522,0.00005377196,0.0005200377,0.0005508569,0.0005537597,0.2504443,0.008003181,0.004487057,0.003993271,0.7216895],"study_design_scores_gemma":[0.0002579418,0.00001055632,0.2244454,0.0000662689,0.0000684498,0.0007624638,0.0001542549,0.5741053,0.01113186,0.0005226321,0.1878782,0.0005965995],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6934901,0.000885835,0.1981163,0.0005009749,0.002410106,0.000157052,0.000005451357,0.001470147,0.102964],"genre_scores_gemma":[0.9987713,0.00002639,0.0002858553,0.000003047924,0.0001538683,0.000004772847,0.00000363404,0.00001492638,0.00073626],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7210929,"threshold_uncertainty_score":0.4208415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04478668550715433,"score_gpt":0.284318614058395,"score_spread":0.2395319285512407,"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."}}