{"id":"W2955292498","doi":"10.29173/mocs77","title":"An Optimized Prefabricated Raft Footing System for Houses on Shrink-Swell Soils: Preliminary Results","year":2019,"lang":"en","type":"article","venue":"Modular and Offsite Construction (MOC) Summit Proceedings","topic":"Structural Engineering and Vibration Analysis","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Australian Research Council","keywords":"Prefabrication; Economic shortage; Swell; Engineering; Civil engineering; Sustainability; Geotechnical engineering; Geology","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":[0.0002734827,0.0005261329,0.000378711,0.0003494118,0.0002782572,0.0002823782,0.0004368465,0.0003689117,0.002606131],"category_scores_gemma":[0.0004117863,0.0001563549,0.0004012744,0.0002716957,0.0001741773,0.0002764593,0.0002423065,0.0002467459,0.000423517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002400715,"about_ca_system_score_gemma":0.0002065971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002134538,"about_ca_topic_score_gemma":0.004453504,"domain_scores_codex":[0.9997911,0.00001668116,0.00001103151,0.0000407269,0.00007959815,0.00006083907],"domain_scores_gemma":[0.9997535,0.00003243384,0.00003788247,0.00004018106,0.00009053233,0.00004534046],"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":[0.0008013732,0.0007096845,0.005768888,0.000615351,0.00005847448,0.0005717188,0.0003313399,0.02638799,0.8667333,0.0002315887,0.001057633,0.09673262],"study_design_scores_gemma":[0.0002183067,0.01591493,0.07333652,0.00004612234,0.0001751552,0.0005272535,0.000601294,0.08507261,0.8108724,0.0001567335,0.01295506,0.0001236678],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9820781,0.0001224178,0.01602193,0.00002009799,0.00004197802,0.0001376644,0.0002203314,0.0002201111,0.001137365],"genre_scores_gemma":[0.9795124,0.0001042934,0.017768,0.000008267153,0.000007661582,0.00004215345,0.000191994,0.00002559075,0.002339561],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002606131,"threshold_uncertainty_score":0.008718371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007102474888381672,"score_gpt":0.1988262750153676,"score_spread":0.1917238001269859,"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."}}