{"id":"W4320492145","doi":"10.3390/jrfm16020118","title":"Development of Approaches and Organizational Models for the Mass Implementation of Information Modeling Technologies in the Investment and Construction Sphere","year":2023,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Economic and Technological Systems Analysis","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Building information modeling; Scope (computer science); Investment (military); Information technology; Set (abstract data type); The Internet; Emerging technologies; Business; Computer science; Knowledge management; Engineering; Operations management; World Wide Web; Political science","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":[0.01397375,0.001005743,0.0005926733,0.006044637,0.002477782,0.01042807,0.00364263,0.002934948,0.004598209],"category_scores_gemma":[0.01290829,0.0007388086,0.001275599,0.003969377,0.01063441,0.01138433,0.004754054,0.002900125,0.00088986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008503745,"about_ca_system_score_gemma":0.008476114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005052298,"about_ca_topic_score_gemma":0.005980628,"domain_scores_codex":[0.9876474,0.008802049,0.0005651331,0.001032379,0.001461701,0.0004912917],"domain_scores_gemma":[0.9829659,0.01005476,0.001903098,0.002319185,0.002016435,0.0007406124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001053383,0.00009029693,0.001814577,0.0001032113,0.00002162522,0.00007472391,0.003213618,0.007183305,0.0001589634,0.9744973,0.0004372944,0.01239458],"study_design_scores_gemma":[0.00002414671,0.00008075454,0.001945372,0.0003873156,0.0000328829,0.0001487191,0.007025145,0.05918286,0.0003623204,0.9080085,0.02275489,0.0000471971],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02391891,0.0009522032,0.8995627,0.007569522,0.00008967872,0.000562262,0.000123479,0.0001401465,0.06708122],"genre_scores_gemma":[0.3976245,0.001090547,0.5950356,0.0003536843,0.00006720128,0.001350841,0.0002051745,0.00004924153,0.004223238],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01397375,"threshold_uncertainty_score":0.07390118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02386596454946224,"score_gpt":0.1988534997599281,"score_spread":0.1749875352104658,"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."}}