{"id":"W2605966328","doi":"","title":"Statistical Analysis of the Ice Loading Events on the Confederation Bridge","year":2015,"lang":"en","type":"article","venue":"NPARC","topic":"Structural Health Monitoring Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Statistical analysis; Bridge (graph theory); Geology; Forensic engineering; Engineering; Statistics; Mathematics; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001941852,0.0002639828,0.0003423031,0.002378449,0.0003479273,0.0004228127,0.0003751452,0.0001997198,0.001506542],"category_scores_gemma":[0.006381774,0.00009187387,0.0003545979,0.001886702,0.0004126476,0.0003163859,0.0004880532,0.0004219715,0.0002575264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004055107,"about_ca_system_score_gemma":0.0003930857,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005387533,"about_ca_topic_score_gemma":0.008578544,"domain_scores_codex":[0.9984002,0.0003018494,0.0001498281,0.0003615532,0.0005918114,0.0001948347],"domain_scores_gemma":[0.9939042,0.002826162,0.001359143,0.0004080767,0.001177256,0.0003251962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003796033,0.00007880569,0.9683769,0.00003516532,0.0001271056,0.0001607489,0.0004413006,0.001727166,0.005133237,0.0001115176,0.0005717214,0.02285661],"study_design_scores_gemma":[0.00000178809,0.0001492436,0.9959545,0.000002797096,0.00001289553,0.00004930835,0.0003062181,0.002394457,0.0006749155,0.00002954324,0.0004179339,0.000006472889],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949592,0.00003265855,0.002433176,0.00002245934,0.000007439568,0.00004985379,0.001345021,0.00004729624,0.001102855],"genre_scores_gemma":[0.9947727,0.00003265685,0.001766467,0.000009779458,0.00001282845,0.000121255,0.002596471,0.0000196831,0.0006681746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9946125,"threshold_uncertainty_score":0.01071239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05359362947950652,"score_gpt":0.3184769009581027,"score_spread":0.2648832714785961,"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."}}