{"id":"W2000271904","doi":"10.4028/www.scientific.net/amm.94-96.1313","title":"Compactness Inspection Methods for Epoxy-Bonded Steel Plates of Bridge Strengthening","year":2011,"lang":"en","type":"article","venue":"Applied Mechanics and Materials","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Transportation of Ontario","funders":"","keywords":"Epoxy; Hammer; Structural engineering; Bridge (graph theory); Bond; Materials science; Compact space; Composite material; Engineering; Forensic engineering; Mathematics","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":[0.0009684578,0.0005937523,0.0002637438,0.001723147,0.0002212632,0.0002385046,0.0007339249,0.0004646839,0.001712641],"category_scores_gemma":[0.001687763,0.0003856351,0.0002988786,0.0003871091,0.0006328823,0.0006518991,0.0004568506,0.000459619,0.000421208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000308744,"about_ca_system_score_gemma":0.0002503113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004766022,"about_ca_topic_score_gemma":0.001216135,"domain_scores_codex":[0.9985704,0.0002525078,0.00005275798,0.0001719865,0.0009001791,0.00005209626],"domain_scores_gemma":[0.9984398,0.0004312591,0.0002607392,0.0002005191,0.0006190452,0.00004857887],"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":[0.000229117,0.00004764093,0.008782186,0.0003415136,0.00003016117,0.0001655471,0.0004034898,0.002976901,0.8203717,0.002268631,0.0005017115,0.1638814],"study_design_scores_gemma":[0.00002929984,0.000756993,0.03859404,0.00005682941,0.00006583354,0.001695144,0.0003746256,0.0431436,0.9096345,0.001336286,0.004208167,0.0001047266],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2077974,0.001771126,0.7853081,0.0001081085,0.00006786766,0.0001189734,0.00008362062,0.0006794073,0.004065515],"genre_scores_gemma":[0.7860426,0.0005504934,0.2098365,0.00002578252,0.00002092641,0.00006723787,0.000100983,0.00005397307,0.003301492],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001723147,"threshold_uncertainty_score":0.005729377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03937900270954535,"score_gpt":0.278642007458329,"score_spread":0.2392630047487836,"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."}}