{"id":"W2013983867","doi":"10.3390/su5020400","title":"A Report of Contemporary Rammed Earth Construction and Research in North America","year":2013,"lang":"en","type":"article","venue":"Sustainability","topic":"Hygrothermal properties of building materials","field":"Engineering","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"British Columbia Institute of Technology","keywords":"Rammed earth; Masonry; Formwork; Compressive strength; Structural engineering; Rebar; Thermal insulation; Engineering; Deflection (physics); Geotechnical engineering; Materials science; Composite material; Layer (electronics)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006762591,0.00008182975,0.0002118881,0.0001244284,0.00002711382,0.00002734848,0.00007563104,0.00004961276,0.00005246017],"category_scores_gemma":[0.0005562028,0.00007598777,0.00001842257,0.0002500902,0.0004156448,0.0002131435,0.0000633098,0.0001463658,0.000004445176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001375631,"about_ca_system_score_gemma":0.0001212496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002571935,"about_ca_topic_score_gemma":0.00003931056,"domain_scores_codex":[0.998926,0.0001532361,0.000353763,0.0001731899,0.0001511656,0.0002426283],"domain_scores_gemma":[0.9991634,0.00007759089,0.00003538463,0.0002933616,0.0003726183,0.00005766384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002030247,0.0001495277,0.8325623,0.004798579,0.00006468556,0.0002400851,0.003555475,0.004773361,0.03070374,0.0002517973,0.0009520317,0.1217455],"study_design_scores_gemma":[0.001258364,0.0002933731,0.9342185,0.00009449411,0.000005692937,0.00008609243,0.005677943,0.004008729,0.02977806,0.01002545,0.01400272,0.000550608],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976801,0.0001190604,0.00007531598,0.0002709841,0.00005836802,0.0007492563,0.000002517975,0.00006989136,0.0009745286],"genre_scores_gemma":[0.9992617,0.000009523547,0.0005717986,0.000004692519,0.00001724191,0.00008180222,0.000002817304,0.00001390939,0.00003654373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1211948,"threshold_uncertainty_score":0.3888014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02300803856877294,"score_gpt":0.2704956028263192,"score_spread":0.2474875642575463,"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."}}