{"id":"W2079081985","doi":"10.2749/222137809796067524","title":"ACMC – Performance Based Code for Design, Construction and Maintenance","year":2009,"lang":"en","type":"article","venue":"Report","topic":"Infrastructure Maintenance and Monitoring","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Celiac Association","keywords":"Serviceability (structure); Computer science; Code (set theory); Programming language; Engineering; Civil engineering","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":[0.003570628,0.00165029,0.0006168543,0.00301469,0.001436158,0.004025622,0.002485979,0.002915416,0.03857869],"category_scores_gemma":[0.02196194,0.0008525354,0.0008183472,0.002773441,0.002306559,0.003382552,0.002100422,0.004062705,0.04005088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004407534,"about_ca_system_score_gemma":0.01051476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01362072,"about_ca_topic_score_gemma":0.009027345,"domain_scores_codex":[0.9920655,0.001258491,0.0009776077,0.0004887971,0.004796875,0.000412837],"domain_scores_gemma":[0.9814409,0.003528109,0.001204245,0.003293696,0.009961387,0.0005716861],"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":[0.0001910113,0.0001161262,0.0007401794,0.0008233696,0.00002580102,0.0002307588,0.0007100053,0.01413588,0.00851441,0.3741672,0.3771884,0.2231569],"study_design_scores_gemma":[0.00002276109,0.00003891017,0.000280535,0.0001520561,0.000007145222,0.000162139,0.00003845961,0.01046895,0.002676855,0.01317935,0.9729369,0.0000358825],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.002150463,0.0005920395,0.7757599,0.002196731,0.002024445,0.0009493904,0.008744856,0.05514588,0.1524363],"genre_scores_gemma":[0.03619888,0.001165039,0.7896265,0.001430806,0.0006643702,0.002824972,0.02159185,0.02331422,0.1231833],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03857869,"threshold_uncertainty_score":0.1290586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01109691150447183,"score_gpt":0.2194523860416821,"score_spread":0.2083554745372103,"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."}}