{"id":"W1844286089","doi":"","title":"ALBERTA'S 6 BEST BRIDGE PRACTICES","year":2005,"lang":"en","type":"article","venue":"Better roads","topic":"Infrastructure Maintenance and Monitoring","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Culvert; Abutment; Bridge (graph theory); Best practice; Engineering; Guideline; Bridge deck; Foundation (evidence); Underpinning; Forensic engineering; Construction engineering; Civil engineering; Deck; Structural engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.005911784,0.001339388,0.0006242569,0.005836559,0.003630977,0.008642818,0.004168793,0.004365104,0.1392956],"category_scores_gemma":[0.008922272,0.0007577614,0.0007825654,0.007399304,0.001498165,0.001809022,0.002703798,0.002368358,0.05582822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01730317,"about_ca_system_score_gemma":0.05861308,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4873867,"about_ca_topic_score_gemma":0.7153744,"domain_scores_codex":[0.9913335,0.0005801588,0.0003340724,0.0003755242,0.006538905,0.0008377105],"domain_scores_gemma":[0.9890511,0.0005232184,0.0002675717,0.0007556681,0.006750607,0.00265193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002177896,0.0001188274,0.0006988771,0.0002464541,0.00000569887,0.0002573279,0.00023486,0.0006027588,0.0004778193,0.00926587,0.7729586,0.215111],"study_design_scores_gemma":[0.000005710744,0.00001034609,0.0009520975,0.000227258,0.000003652308,0.00008976652,0.0001505931,0.000138543,0.0001125455,0.00105223,0.9972399,0.0000173312],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002534087,0.007457023,0.01156614,0.02661915,0.004391691,0.0005707351,0.006182222,0.005082925,0.935596],"genre_scores_gemma":[0.01815584,0.01363882,0.0761577,0.01016275,0.0006927649,0.0003359829,0.01117765,0.001393779,0.8682846],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5126133,"threshold_uncertainty_score":0.9690996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01335482772029396,"score_gpt":0.2482758378684395,"score_spread":0.2349210101481455,"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."}}