{"id":"W2081982138","doi":"10.1115/ipc2002-27116","title":"Groundwater Quality in the Vicinity of CP Groundbeds","year":2002,"lang":"en","type":"article","venue":"4th International Pipeline Conference, Parts A and B","topic":"Concrete Corrosion and Durability","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"TransCanada (Canada); Nova Chemicals (Canada)","funders":"","keywords":"Groundwater; Anode; Dissolution; Corrosion; Cathodic protection; Environmental science; Boron; Materials science; Metallurgy; Environmental engineering; Geology; Chemistry; Electrode; Engineering; Chemical engineering; Geotechnical engineering","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":[0.00008853968,0.0001042377,0.0002797126,0.0004173949,0.0004260172,0.0005677972,0.0001444446,0.0004078905,0.0009199195],"category_scores_gemma":[0.0003552032,0.0001183687,0.0001018181,0.0006199019,0.0002507131,0.0002644075,0.0002516912,0.0002052657,0.0001705177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006475115,"about_ca_system_score_gemma":0.0003673501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01868112,"about_ca_topic_score_gemma":0.01606227,"domain_scores_codex":[0.999791,0.00002225713,0.00001002911,0.00005896184,0.00007741537,0.0000403243],"domain_scores_gemma":[0.9998679,0.00001267272,0.0000405149,0.000004936544,0.00005307751,0.00002090204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009113433,0.0001267487,0.5123221,0.0003344901,0.00006573158,0.00471192,0.002535687,0.002812109,0.434887,0.0008148042,0.0006385811,0.03983953],"study_design_scores_gemma":[0.00002909912,0.001010627,0.9421428,0.00004137885,0.00005584673,0.00191205,0.002761348,0.001790037,0.04540582,0.0005557043,0.004264655,0.00003066622],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980185,0.0001219726,0.0003002042,0.00002904825,0.000002064564,0.00000696289,0.0001849483,0.00001219784,0.001324134],"genre_scores_gemma":[0.9992827,0.0000701176,0.0001480873,0.00001041709,0.000001693306,0.000002123933,0.0001330669,0.000001061336,0.0003508089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01868112,"threshold_uncertainty_score":0.03714472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05986371250984449,"score_gpt":0.278220095117054,"score_spread":0.2183563826072095,"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."}}