{"id":"W1979324153","doi":"10.1061/41187(420)15","title":"Observations from Several Condition Assessments of Prestressed Concrete Cylinder Pipe Used at Energy Generation Facilities","year":2011,"lang":"en","type":"article","venue":"","topic":"Geotechnical Engineering and Underground Structures","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Golder Associates (Canada)","funders":"","keywords":"Water cooling; Pipeline transport; Electricity generation; Environmental science; Power station; Work (physics); Condenser (optics); Engineering; Civil engineering; Marine engineering; Mechanical engineering; Power (physics); Environmental 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":[0.0008954786,0.0004161734,0.000236585,0.00176484,0.0009271376,0.000290759,0.0004468997,0.0006723317,0.00138581],"category_scores_gemma":[0.002507164,0.0002841774,0.0002620351,0.001137795,0.0003654658,0.0005260733,0.0005652571,0.0008156912,0.0004843112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009039816,"about_ca_system_score_gemma":0.0004697875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01135607,"about_ca_topic_score_gemma":0.03722433,"domain_scores_codex":[0.9984443,0.0001575015,0.00008807415,0.0001949491,0.0009622097,0.0001530866],"domain_scores_gemma":[0.9966299,0.0006022524,0.0007721121,0.0001848989,0.001607232,0.0002035963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001669437,0.001401687,0.5552499,0.0004705937,0.0001426443,0.004623184,0.01565415,0.01010276,0.1850159,0.0003677485,0.01882453,0.2064775],"study_design_scores_gemma":[0.00002933691,0.002084398,0.9170713,0.00006348769,0.00006407233,0.001090798,0.004879015,0.004769694,0.05127608,0.0001506815,0.01841037,0.0001107467],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918618,0.0001121748,0.001965759,0.0001165389,0.000009797037,0.0001053152,0.001332389,0.0002101989,0.004285911],"genre_scores_gemma":[0.9912476,0.0001620377,0.002158712,0.00005619867,0.00001066485,0.00006360145,0.001125112,0.00004263099,0.00513352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01135607,"threshold_uncertainty_score":0.02257991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04897703120502546,"score_gpt":0.2252533213997479,"score_spread":0.1762762901947224,"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."}}