{"id":"W4243539053","doi":"10.1201/b18046-18","title":"Preparing regulatory challenges and opportunities for small to medium residential scale stabilized rammed earth buildings in Canada","year":2015,"lang":"en","type":"book-chapter","venue":"","topic":"Medieval Architecture and Archaeology","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rammed earth; Scale (ratio); Architectural engineering; Earth (classical element); Civil engineering; Environmental science; Engineering; Geotechnical engineering; Geography; Cartography; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004398693,0.0004076458,0.0003283863,0.001603848,0.01703137,0.01089711,0.004106162,0.003452462,0.0092356],"category_scores_gemma":[0.007572373,0.0005870708,0.0007101741,0.001935511,0.005021281,0.001775889,0.003936622,0.004038879,0.000711043],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1619079,"about_ca_system_score_gemma":0.3488771,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9923477,"about_ca_topic_score_gemma":0.997346,"domain_scores_codex":[0.9914138,0.0005995342,0.0001739839,0.0006472669,0.003971383,0.003193979],"domain_scores_gemma":[0.9906614,0.001089412,0.0003386014,0.0002185821,0.005005709,0.00268629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003018055,0.0003535079,0.03229074,0.0009998757,0.00006496844,0.007199761,0.02561814,0.01174043,0.008901772,0.5335858,0.2337705,0.1451726],"study_design_scores_gemma":[0.00004018964,0.0001103963,0.04217977,0.000657596,0.00003362643,0.0004230762,0.04434272,0.003630552,0.001815114,0.008134656,0.8984306,0.0002016974],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3639249,0.01213155,0.01424527,0.1372486,0.001799459,0.001039345,0.002317807,0.0005416247,0.4667515],"genre_scores_gemma":[0.8159294,0.005323473,0.009721722,0.01368358,0.0001077418,0.0001776265,0.0009756035,0.0001490382,0.1539317],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1619079,"threshold_uncertainty_score":0.972068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1075132875103729,"score_gpt":0.2336788169667019,"score_spread":0.126165529456329,"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."}}