{"id":"W2104775765","doi":"","title":"IMPLEMENTATION OF A DISTRIBUTED, MODEL-BASED INTEGRATED ASSET MANAGEMENT SYSTEM","year":2003,"lang":"en","type":"article","venue":"NPARC","topic":"BIM and Construction Integration","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Public Works and Government Services Canada","keywords":"Interoperability; Computer science; Software engineering; Systems engineering; Asset management; Data exchange; Reference architecture; Software architecture; Database; Software; Engineering; Operating system","routes":{"ca_aff":false,"ca_fund":true,"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":[0.001445759,0.0003588252,0.0006710865,0.0007014163,0.0005379261,0.001743089,0.002009515,0.0007766781,0.004151289],"category_scores_gemma":[0.001943862,0.0003541785,0.0004141862,0.0004946959,0.00042469,0.001580321,0.001551826,0.001036716,0.001339351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009079458,"about_ca_system_score_gemma":0.001867363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002637397,"about_ca_topic_score_gemma":0.002248739,"domain_scores_codex":[0.9990097,0.0001222027,0.00008673215,0.0001820049,0.0005186474,0.0000807347],"domain_scores_gemma":[0.9992419,0.0001008526,0.000042169,0.0003128606,0.0002251815,0.00007705284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006216544,0.001733226,0.007301964,0.0004243081,0.0001981231,0.001391888,0.001891638,0.1534181,0.09678371,0.06377296,0.02070469,0.6517577],"study_design_scores_gemma":[0.0003928775,0.0005459367,0.00298864,0.0001048918,0.000134665,0.0005642467,0.0002599326,0.828659,0.05189912,0.01259062,0.1017536,0.0001063942],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04041832,0.0000629336,0.9190714,0.0002748166,0.00007197366,0.0003706732,0.0002615141,0.02530788,0.01416053],"genre_scores_gemma":[0.3633435,0.0001431041,0.6263866,0.0001675044,0.00002380079,0.0004134419,0.001553676,0.000625098,0.007343302],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004151289,"threshold_uncertainty_score":0.01388741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007817523708784089,"score_gpt":0.2219679602187689,"score_spread":0.2141504365099848,"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."}}