{"id":"W2166792774","doi":"10.1061/9780784412329.140","title":"Structural Steel Fabrication Special Purpose Simulation","year":2012,"lang":"en","type":"article","venue":"Construction Research Congress 2012","topic":"BIM and Construction Integration","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Set (abstract data type); Productivity; Computer science; Fabrication; Manufacturing engineering; Industrial engineering; Simulation modeling; Systems engineering; Process management; Engineering drawing; Engineering; Programming language","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001017112,0.0005662002,0.0005854317,0.0006177497,0.0004190031,0.001050892,0.00156802,0.001119631,0.02296621],"category_scores_gemma":[0.002031487,0.0004748357,0.001276629,0.0006881573,0.0004799389,0.00082199,0.001111362,0.0007583,0.003531902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007300117,"about_ca_system_score_gemma":0.001668065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004955455,"about_ca_topic_score_gemma":0.004544174,"domain_scores_codex":[0.9993339,0.0001683568,0.00005412147,0.00006410367,0.0003096233,0.00006984449],"domain_scores_gemma":[0.9988011,0.0003419561,0.00006958943,0.0003471014,0.0003792241,0.00006105944],"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":[0.0002405026,0.0002189434,0.004403926,0.0003940932,0.00006602182,0.0003867161,0.0005629227,0.8041032,0.01947825,0.06531878,0.01895611,0.08587056],"study_design_scores_gemma":[0.00005280616,0.00008566309,0.0009387838,0.00003335703,0.00001694221,0.0001403288,0.00007125198,0.9175221,0.01075747,0.005510387,0.06483971,0.0000311268],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03919992,0.0000872355,0.8820366,0.000219383,0.000164179,0.0005164172,0.002801907,0.008196683,0.06677768],"genre_scores_gemma":[0.4595225,0.0004078537,0.4885329,0.0001260702,0.00003224106,0.001435668,0.007336076,0.001835267,0.04077139],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02296621,"threshold_uncertainty_score":0.07682961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05320733784896644,"score_gpt":0.3312695568173818,"score_spread":0.2780622189684154,"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."}}