{"id":"W2112414195","doi":"10.1061/9780784412329.129","title":"Integrated Building Information Model to Identify Possible Crane Instability Caused by Strong Winds","year":2012,"lang":"en","type":"article","venue":"Construction Research Congress 2012","topic":"BIM and Construction Integration","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Process (computing); Plan (archaeology); Selection (genetic algorithm); Systems engineering; Building information modeling; Computer science; Engineering; Risk analysis (engineering); Stability (learning theory); Construction engineering; Operations research; Operations management; Scheduling (production processes)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001162805,0.0002503487,0.0002418253,0.0006864828,0.0003520544,0.0003406669,0.0002623201,0.0002572275,0.0005872944],"category_scores_gemma":[0.0002280169,0.0002530487,0.00007009062,0.00096112,0.0003352005,0.004429191,0.00007897015,0.0007808183,0.00023329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004908234,"about_ca_system_score_gemma":0.000130356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008883661,"about_ca_topic_score_gemma":0.00003898582,"domain_scores_codex":[0.9974779,0.0001668079,0.0005602768,0.0002197434,0.0007440346,0.0008311632],"domain_scores_gemma":[0.998096,0.00008990194,0.00006618156,0.0004051776,0.0008702659,0.0004725033],"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":[0.0002232629,0.0001562616,0.03782104,0.0004295878,0.000297098,0.000001369913,0.002385321,0.02219557,0.1592424,0.07206635,0.1087546,0.5964272],"study_design_scores_gemma":[0.003924158,0.0002180751,0.02206475,0.0004748237,0.0001108581,0.0001736118,0.01041584,0.4880392,0.2107498,0.003820612,0.257497,0.002511227],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8148628,0.0003954638,0.1741556,0.0001676663,0.002998798,0.0006828597,0.0002216131,0.0005325903,0.005982522],"genre_scores_gemma":[0.9957376,0.00004149983,0.003485798,0.0000261615,0.0001564323,0.0001549673,0.0001166979,0.00002992849,0.000250886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.593916,"threshold_uncertainty_score":0.9999922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04403308173752693,"score_gpt":0.3415100007979205,"score_spread":0.2974769190603935,"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."}}