{"id":"W2109885690","doi":"","title":"Comparison of Destructive Methods to Appraise the Mechanical Integrity of a Concrete Surface","year":2012,"lang":"en","type":"article","venue":"Open Repository and Bibliography (University of Liège)","topic":"Infrastructure Maintenance and Monitoring","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada; Hydro-Québec; Fonds Québécois de la Recherche sur la Nature et les Technologies; Université Laval","keywords":"Hammer; Schmidt hammer; Surface integrity; Cohesion (chemistry); Structural engineering; Ultimate tensile strength; Test method; Compressive strength; Computer science; Materials science; Engineering; Composite material; Residual stress; Geology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004670407,0.0001012126,0.0003264516,0.000729228,0.0001090804,0.00001564641,0.0003595447,0.00008484559,0.000007075163],"category_scores_gemma":[0.000001033808,0.00008695074,0.0001037064,0.002510257,0.0001649012,0.0003135322,0.0002092017,0.0001852484,1.781412e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005937928,"about_ca_system_score_gemma":0.000009152059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007350878,"about_ca_topic_score_gemma":0.000002603133,"domain_scores_codex":[0.9993376,0.0001205017,0.0001634279,0.0001077697,0.0001168834,0.0001538591],"domain_scores_gemma":[0.9993364,0.0001422075,0.0001147687,0.0002052183,0.000112117,0.00008926652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001930938,0.00002168291,0.6124771,0.0001351746,0.0002848849,0.000001677346,0.004238002,0.0002618382,0.3783742,0.001984053,0.001361053,0.0006673286],"study_design_scores_gemma":[0.0005729164,0.0002455559,0.4316431,0.0001958692,0.0002351347,0.00001818574,0.01617083,0.0008099197,0.5488133,0.0001752216,0.0008242396,0.0002956908],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9787239,0.0003939724,0.01771493,0.00002035841,0.0003233929,0.000209454,0.000009164061,0.00001552041,0.002589339],"genre_scores_gemma":[0.9305266,0.00007835211,0.06935149,0.000003078706,0.000023518,2.750091e-7,6.16122e-7,0.000005575526,0.00001055403],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1808339,"threshold_uncertainty_score":0.3545748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03094932465725345,"score_gpt":0.3156337903218385,"score_spread":0.2846844656645851,"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."}}