{"id":"W4300500972","doi":"10.5957/icetech-2006-118","title":"A Study of the Failure Mechanisms of Ice Ridges Interacting with the Confederation Bridge Piers, Results of Detailed Video and Sonar Data Analysis","year":2006,"lang":"en","type":"article","venue":"","topic":"Structural Health Monitoring Techniques","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Bridge (graph theory); Sonar; Computer science; Pier; Relation (database); Geology; Engineering; Artificial intelligence; Structural engineering; Data mining","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001298118,0.0001872099,0.0001490089,0.0007705648,0.0002496999,0.0001344159,0.0001984748,0.0001896901,0.001616009],"category_scores_gemma":[0.0003008414,0.00009115523,0.0001504966,0.0002717123,0.0001686614,0.0001414862,0.0001180183,0.0001506777,0.0002049635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000120782,"about_ca_system_score_gemma":0.00008548465,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004136484,"about_ca_topic_score_gemma":0.006187883,"domain_scores_codex":[0.9999353,0.000006934546,0.000001955167,0.00001120309,0.0000276989,0.0000170704],"domain_scores_gemma":[0.9998518,0.00003907716,0.00002618088,0.00001160952,0.00004763091,0.00002357759],"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":[0.000373866,0.0001810268,0.1138372,0.0001566259,0.00005247227,0.001420917,0.001207113,0.007593695,0.7872644,0.0006186664,0.0004642864,0.0868296],"study_design_scores_gemma":[0.00001188609,0.0007124892,0.8849995,0.00002392132,0.00003759336,0.001242585,0.001094386,0.03022074,0.07891314,0.0002231677,0.002484164,0.00003640175],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955714,0.00007213967,0.003337433,0.00000762632,0.000001733686,0.00001557892,0.0001300954,0.00002229151,0.00084166],"genre_scores_gemma":[0.9958093,0.0001041645,0.002283199,0.000004131125,0.000003083251,0.00001142718,0.0003108998,0.000004892768,0.001468946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9958635,"threshold_uncertainty_score":0.008224785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02529379848388615,"score_gpt":0.2779567506459155,"score_spread":0.2526629521620294,"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."}}