{"id":"W2051575591","doi":"10.1061/41187(420)7","title":"Examination of Asbestos Cement Pipe Deterioration with Scanning Electron Microscopy","year":2011,"lang":"en","type":"article","venue":"","topic":"Odor and Emission Control Technologies","field":"Chemical Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Scanning electron microscope; Cement; Ettringite; Carbonation; Lime; Microanalysis; Calcite; Gypsum; Dissolution; Materials science; Leaching (pedology); Porosity; Metallurgy; Mineralogy; Composite material; Chemical engineering; Environmental science; Chemistry; Portland cement; Soil water","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":[0.0002642703,0.0003138653,0.000148865,0.0009472332,0.0002494286,0.0001428602,0.0001365318,0.0003196562,0.001012743],"category_scores_gemma":[0.0002141204,0.0001481356,0.0001466104,0.0004955523,0.0002036865,0.0002506485,0.0001993138,0.0002180863,0.0001722876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001241303,"about_ca_system_score_gemma":0.0001056443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000926056,"about_ca_topic_score_gemma":0.001876141,"domain_scores_codex":[0.9998783,0.00001506466,0.000007887958,0.00001439966,0.00006761534,0.00001680027],"domain_scores_gemma":[0.9998071,0.00004059543,0.00003230734,0.00001596763,0.0000859648,0.00001817539],"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":[0.00004306542,0.00001709528,0.005612999,0.00005818111,0.000007194683,0.0002737947,0.00009100437,0.0001529784,0.9893282,0.00008885439,0.00004772357,0.004278999],"study_design_scores_gemma":[0.00001457459,0.0005878294,0.2662023,0.00003271269,0.00006076189,0.00229903,0.0004635367,0.006719138,0.7160854,0.0004239451,0.007091175,0.00001958647],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9775129,0.001466991,0.01566983,0.00006320283,0.00001982552,0.00006868209,0.0002947734,0.0001353518,0.004768423],"genre_scores_gemma":[0.9788159,0.001135228,0.01618694,0.00004496834,0.0000135703,0.0000406607,0.0003297065,0.00002136841,0.003411706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001012743,"threshold_uncertainty_score":0.003387988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01889661129687867,"score_gpt":0.2414412001793076,"score_spread":0.222544588882429,"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."}}