{"id":"W2619843058","doi":"","title":"Controlling Early-age Transverse Cracking in High Performance Concrete Bridge Decks","year":2013,"lang":"en","type":"dissertation","venue":"TSpace (University of Toronto)","topic":"Concrete Properties and Behavior","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Division of Materials Research; University of Toronto","keywords":"Cracking; Bridge (graph theory); Transverse plane; Structural engineering; Forensic engineering; Engineering; Materials science; Composite material; Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0002066763,0.0002434848,0.00022078,0.0001275293,0.0001135127,0.0001880734,0.0001719597,0.0001970933,0.0005814883],"category_scores_gemma":[0.0002126149,0.0001874888,0.0001219134,0.00006899928,0.0001269492,0.0002336537,0.0002168354,0.0003194331,0.0001398385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000169723,"about_ca_system_score_gemma":0.0001708254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007270084,"about_ca_topic_score_gemma":0.00283314,"domain_scores_codex":[0.9998186,0.00001907808,0.00001210278,0.00003163024,0.00008912181,0.00002937208],"domain_scores_gemma":[0.99983,0.00002728408,0.00006828339,0.00001167114,0.00003300688,0.00002972219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0000909728,0.00004708709,0.0009499553,0.0000278502,0.000004189476,0.00001577285,0.00001562637,0.001051291,0.9954308,0.0000114245,0.000005529339,0.002349401],"study_design_scores_gemma":[0.00001024015,0.001492259,0.01089471,0.000004512653,0.0000114512,0.00004438996,0.00003248797,0.003254148,0.983891,0.0000104264,0.0003491094,0.00000528614],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998862,0.000140624,0.0007543653,0.000003762309,0.000001453115,0.000009452168,0.00001051195,0.00001027059,0.0002076035],"genre_scores_gemma":[0.9984099,0.0001351563,0.0009714636,0.000005714004,9.196386e-7,0.000006521659,0.00002106959,0.000004990672,0.0004442921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007270084,"threshold_uncertainty_score":0.001945317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0115243135234287,"score_gpt":0.2030612108702517,"score_spread":0.191536897346823,"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."}}