{"id":"W2953598351","doi":"10.29173/mocs105","title":"Smart Manufacturing Support to Product Platforms in Industrialized House Building","year":2019,"lang":"en","type":"article","venue":"Modular and Offsite Construction (MOC) Summit Proceedings","topic":"Digital Transformation in Industry","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Linnéuniversitetet; Stiftelsen för Kunskaps- och Kompetensutveckling","keywords":"Context (archaeology); Product (mathematics); Asset (computer security); Process (computing); Manufacturing engineering; Business; Computer science; Risk analysis (engineering); Engineering; Marketing; Process management; Computer security","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":[0.00185479,0.0002014746,0.0001335323,0.001319371,0.001957498,0.003294022,0.0006720934,0.001034225,0.002801386],"category_scores_gemma":[0.002631819,0.0002093423,0.0001432519,0.001502248,0.002611722,0.003011063,0.003341698,0.0005557694,0.0002762143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002234438,"about_ca_system_score_gemma":0.002821964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002183157,"about_ca_topic_score_gemma":0.007458705,"domain_scores_codex":[0.9983332,0.0009777503,0.00006601725,0.0001096958,0.0002901348,0.0002232538],"domain_scores_gemma":[0.9975771,0.001606202,0.0003313768,0.0001898978,0.0001542466,0.0001410961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001532864,0.0005759432,0.02284553,0.001452335,0.00004421849,0.0201098,0.3034565,0.006525305,0.01793853,0.227525,0.003929924,0.3954436],"study_design_scores_gemma":[0.00005209204,0.0006707534,0.04647507,0.002203724,0.00008653451,0.004149078,0.4373182,0.0111427,0.01471253,0.05540852,0.4276704,0.0001104211],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9363095,0.001142493,0.008335706,0.001413496,0.00001689774,0.00007006663,0.00001687273,0.00004795618,0.05264706],"genre_scores_gemma":[0.9942404,0.0004345117,0.003214875,0.00006505064,0.000003555004,0.00001370078,0.000012943,0.000003462999,0.002011421],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.003294022,"threshold_uncertainty_score":0.01621211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01015971024340754,"score_gpt":0.2001800418355044,"score_spread":0.1900203315920969,"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."}}