{"id":"W2960925270","doi":"10.1016/j.istruc.2019.04.016","title":"An innovative concrete-steel structural system for long-span structure allowing a fast and simple erection","year":2019,"lang":"en","type":"article","venue":"Structures","topic":"Structural Load-Bearing Analysis","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"University of California, Santa Barbara; Agence Nationale de la Recherche","keywords":"Structural engineering; Formwork; Beam (structure); Bending moment; Ductility (Earth science); Bending; Expansive; Span (engineering); Engineering; Composite construction; Composite number; Shear (geology); Portal frame; Slab; Frame (networking); Materials science; Creep; Compressive strength; Mechanical engineering; Composite material","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00008570334,0.0004784194,0.0005716849,0.0002594168,0.0002180155,0.0002243486,0.0002823827,0.0002655688,0.0001241642],"category_scores_gemma":[0.00003785346,0.0004193955,0.0001070408,0.0004955096,0.00007145193,0.000435449,0.00005064753,0.0003553749,0.000002949844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001878687,"about_ca_system_score_gemma":0.00002501795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001185502,"about_ca_topic_score_gemma":0.0001126545,"domain_scores_codex":[0.9981487,0.00005109479,0.0004128629,0.0005758529,0.0002853721,0.0005260881],"domain_scores_gemma":[0.9989645,0.00008932059,0.0001146078,0.0004862567,0.00019704,0.0001482962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001608111,8.719811e-7,0.06065973,0.001228879,0.0008773411,0.00001066778,0.002719716,0.08749798,0.8291901,0.003970492,0.0001250289,0.01355837],"study_design_scores_gemma":[0.00242338,0.0003413477,0.3782446,0.0001151375,0.0002801269,0.0002619061,0.003331895,0.2640789,0.3461428,0.002780943,0.0003317347,0.001667261],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962872,0.0001710736,0.0007566068,0.000007815851,0.001069793,0.0006015368,0.0002473608,0.0005975512,0.0002610598],"genre_scores_gemma":[0.997113,0.000002064341,0.002079398,0.00002910942,0.000363235,0.0000165646,0.0002681621,0.00009617447,0.00003223633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4830473,"threshold_uncertainty_score":0.9998258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005021185660375143,"score_gpt":0.2289399181534748,"score_spread":0.2239187324930996,"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."}}