{"id":"W2574160338","doi":"10.7492/ijaec.2016.013","title":"Functional Units based Model for Construction Organizations Performance","year":2016,"lang":"en","type":"article","venue":"International Journal of Architecture Engineering and Construction","topic":"BIM and Construction Integration","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Business; Process management; Computer science; Knowledge management","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008498385,0.0001344509,0.000121662,0.00035702,0.00005361607,0.00003886886,0.00008996184,0.0000803003,0.00003024804],"category_scores_gemma":[0.0001023057,0.000104204,0.00003982237,0.0001729388,0.00007083901,0.00024731,0.000007319926,0.0001288709,0.000001061813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008424145,"about_ca_system_score_gemma":0.00008585974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":4.011435e-7,"about_ca_topic_score_gemma":0.000001617824,"domain_scores_codex":[0.9992641,0.00000714376,0.0003198979,0.00009618417,0.000202543,0.0001101699],"domain_scores_gemma":[0.9989256,0.00007888743,0.00009878993,0.00005879061,0.0007727603,0.00006517274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007190514,0.00000603712,0.0006641336,0.00003010737,0.0001139809,6.998388e-7,0.00006705336,0.6437203,0.03782167,0.007821641,0.0001475447,0.3095349],"study_design_scores_gemma":[0.002083102,0.0001118079,0.001229672,0.0002617418,0.00006063408,0.001792573,0.00005986632,0.9421252,0.04148994,0.002279198,0.008176388,0.0003298845],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1797002,0.00005217182,0.8174932,0.0003596703,0.002177761,0.00005727177,0.00003461536,0.00008092403,0.0000441837],"genre_scores_gemma":[0.9498217,0.00007637533,0.0495245,0.00002180773,0.0004762181,0.000008491927,0.0000096505,0.00002275134,0.00003854829],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7701215,"threshold_uncertainty_score":0.4249315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005417452169990675,"score_gpt":0.1712415511934854,"score_spread":0.1658240990234947,"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."}}