{"id":"W2333614362","doi":"10.1061/41069(360)27","title":"AC Pipe in North America: Rehabilitation/Replacement Methods and Current Practices","year":2009,"lang":"en","type":"article","venue":"","topic":"Geotechnical Engineering and Underground Structures","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada; University of Regina","funders":"National Research Council Canada","keywords":"Current (fluid); Rehabilitation; Computer science; Electrical engineering; Engineering; Medicine; Physical therapy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0007691273,0.0001495332,0.0001597703,0.00174267,0.0008953004,0.0007295443,0.0005100719,0.0003375128,0.002875007],"category_scores_gemma":[0.002527979,0.0001645009,0.0002133305,0.003954252,0.0009173685,0.0009010775,0.0004836252,0.0003132295,0.0003445008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002045301,"about_ca_system_score_gemma":0.002071958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1362667,"about_ca_topic_score_gemma":0.3190438,"domain_scores_codex":[0.9989309,0.0001753213,0.0001394448,0.0001641954,0.0004811027,0.0001091169],"domain_scores_gemma":[0.996085,0.0007784318,0.001435626,0.0001187143,0.001275594,0.0003064923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008313794,0.0001880153,0.6436853,0.001035773,0.00004577297,0.0003856193,0.008647813,0.0003303014,0.002145565,0.0008511755,0.005457527,0.337144],"study_design_scores_gemma":[0.000002322978,0.0001090846,0.945128,0.0003594405,0.00002517308,0.001070069,0.0161343,0.000181191,0.0006603692,0.0001128851,0.03619882,0.00001846443],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9451199,0.0286356,0.001645216,0.00256165,0.00005689621,0.00005900982,0.0009547637,0.00008442036,0.02088249],"genre_scores_gemma":[0.965516,0.02735743,0.001992521,0.0004026099,0.00003518469,0.00003038745,0.0005035457,0.00001458665,0.004147647],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1362667,"threshold_uncertainty_score":0.2709471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01188622982829671,"score_gpt":0.3119629071989896,"score_spread":0.3000766773706928,"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."}}