{"id":"W2955171787","doi":"10.29173/mocs92","title":"The Value Proposition of RFID Technology in Tall Prefabricated Timber Buildings","year":2019,"lang":"en","type":"article","venue":"Modular and Offsite Construction (MOC) Summit Proceedings","topic":"BIM and Construction Integration","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Prefabrication; Radio-frequency identification; Supply chain; Factory (object-oriented programming); Value proposition; Architectural engineering; Production (economics); Investment (military); Order (exchange); Engineering; Computer science; Operations management; Manufacturing engineering; Systems engineering; Business; Civil engineering; Computer security; Marketing","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":[0.005219371,0.0002738154,0.00025581,0.0008326137,0.0009364987,0.003259297,0.0006123033,0.001041654,0.002535308],"category_scores_gemma":[0.0104316,0.0002483229,0.0002263998,0.0009277795,0.003030367,0.003454571,0.001558183,0.0009395208,0.0001772082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002663571,"about_ca_system_score_gemma":0.001771267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001386456,"about_ca_topic_score_gemma":0.003226906,"domain_scores_codex":[0.9963058,0.002455456,0.00006934471,0.0001517059,0.0007880889,0.0002296871],"domain_scores_gemma":[0.98544,0.01192831,0.001197594,0.000394413,0.0007167439,0.0003229183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.002212516,0.001664379,0.08288285,0.001504046,0.0001292501,0.003943338,0.02450006,0.06062273,0.03046596,0.3685731,0.001230455,0.4222712],"study_design_scores_gemma":[0.0002655136,0.01166974,0.2451789,0.004327714,0.0004081281,0.002529135,0.1264748,0.1325684,0.04650436,0.3839082,0.04567093,0.0004940463],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9550818,0.0007023246,0.01036432,0.0007975216,0.00001229522,0.0001514894,0.00003409237,0.000008200699,0.03284781],"genre_scores_gemma":[0.9971575,0.0001680792,0.002103542,0.00002518262,0.000002764266,0.00002387019,0.000006775659,6.523303e-7,0.0005117185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005219371,"threshold_uncertainty_score":0.02760297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002543184224073203,"score_gpt":0.1719121885859425,"score_spread":0.1693690043618693,"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."}}