{"id":"W4243822233","doi":"10.32920/ryerson.14654202.v1","title":"A Structural Analysis of a Factory Hall with a Two-Story Office Building as a Precast and Prestressed Concrete Construction","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Civil and Structural Engineering Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Precast concrete; Serviceability (structure); Formwork; Limit state design; Engineering; Factory (object-oriented programming); Structural engineering; Prestressed concrete; Civil engineering; Construction engineering; Computer science","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":[0.0001587866,0.0003963329,0.0002899368,0.0005407675,0.0003926965,0.0005055679,0.0006822739,0.0006973828,0.005492832],"category_scores_gemma":[0.0002290544,0.0002729831,0.0004352062,0.0004219695,0.0003942051,0.0002262436,0.0003178204,0.0003142785,0.0006568441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004605484,"about_ca_system_score_gemma":0.0005520207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00590345,"about_ca_topic_score_gemma":0.008458259,"domain_scores_codex":[0.9998184,0.00003505711,0.000004939036,0.00003005115,0.00007879618,0.00003283664],"domain_scores_gemma":[0.9998994,0.00003091924,0.00001433371,0.00001659476,0.00002636076,0.00001244514],"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":[0.0003482814,0.0002666597,0.01666775,0.0002456655,0.00005191944,0.001799666,0.000675787,0.8579539,0.07168284,0.01094216,0.001372461,0.03799294],"study_design_scores_gemma":[0.00007661382,0.0008040227,0.0528852,0.0000374168,0.00008658562,0.0006555662,0.001882787,0.912509,0.01851622,0.002268429,0.0102355,0.00004274372],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9531895,0.00007107096,0.02873062,0.00007505574,0.00001338014,0.00005472093,0.0004013724,0.0001811375,0.01728306],"genre_scores_gemma":[0.9843521,0.0000630008,0.01022914,0.000007852314,0.000004851636,0.00002834095,0.0003251391,0.00003712349,0.004952534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00590345,"threshold_uncertainty_score":0.0183754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01096240431890854,"score_gpt":0.238446949375638,"score_spread":0.2274845450567294,"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."}}