{"id":"W2617952501","doi":"10.11159/icepr17.132","title":"Reliability and Uncertainty in Analysis of Rammed Earth Walls","year":2017,"lang":"en","type":"article","venue":"Proceedings of the World Congress on New Technologies","topic":"Hygrothermal properties of building materials","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rammed earth; Reliability (semiconductor); Earth (classical element); Computer science; Reliability engineering; Astrobiology; Geotechnical engineering; Geology; Engineering; Mathematics; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.001781531,0.0004947907,0.0003831924,0.001489673,0.0002354728,0.0005908934,0.0004727174,0.0005197436,0.0005502399],"category_scores_gemma":[0.004619959,0.0002683899,0.0005754785,0.0004522833,0.0008249088,0.0008925666,0.0005682681,0.000383839,0.00008152477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004073577,"about_ca_system_score_gemma":0.0002785821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001259334,"about_ca_topic_score_gemma":0.0007059957,"domain_scores_codex":[0.9990708,0.0003414442,0.00004046238,0.0001521091,0.0003236035,0.00007162815],"domain_scores_gemma":[0.9978288,0.001422293,0.0002878158,0.0001776986,0.0002524558,0.00003094143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.00006457429,0.000008702254,0.006446972,0.00008037458,0.00004492776,0.0002928202,0.0001039141,0.9572961,0.008831029,0.01109202,0.0001167682,0.01562182],"study_design_scores_gemma":[0.000002161087,0.00005763962,0.003921983,0.00002341438,0.00002096151,0.0001204157,0.0000493078,0.9788314,0.006025578,0.01055651,0.0003671224,0.00002347363],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4826082,0.001127637,0.5122665,0.0001283867,0.00002126585,0.00002319643,0.0001233157,0.0001775094,0.00352398],"genre_scores_gemma":[0.9905302,0.0001778262,0.008773576,0.000009777951,0.000006816131,0.0000122016,0.00004701359,0.00001474202,0.0004278204],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001781531,"threshold_uncertainty_score":0.009421766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01471828638726249,"score_gpt":0.2345688519638346,"score_spread":0.2198505655765721,"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."}}