{"id":"W3174952820","doi":"10.1051/e3sconf/202127403028","title":"Erection of solid columns of one-storey industrial buildings with bridge cranes made of high-strength sandy concrete and its economic efficiency","year":2021,"lang":"en","type":"article","venue":"E3S Web of Conferences","topic":"Advanced Energy Technologies and Civil Engineering Innovations","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Span (engineering); Bridge (graph theory); Environmental science; Engineering; Civil engineering; Archaeology; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007437058,0.0001235549,0.000436935,0.0001323887,0.00002792896,0.000005501112,0.0001406399,0.0001375953,0.0001122299],"category_scores_gemma":[0.000109857,0.0001190338,0.0000361893,0.0002644319,0.0002150897,0.00008498336,0.00004673783,0.0001096196,2.058339e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001601335,"about_ca_system_score_gemma":0.0003790379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001154293,"about_ca_topic_score_gemma":0.0005110432,"domain_scores_codex":[0.9991007,0.00001633803,0.0004431216,0.0001838689,0.0001229305,0.0001329729],"domain_scores_gemma":[0.9991038,0.0001033107,0.0003811329,0.0001698063,0.0002189107,0.00002303119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001656024,0.00007334418,0.007613221,0.0002094239,0.0002705849,0.000001890257,0.0001467558,0.04861605,0.271878,0.6631024,0.00006601919,0.007856743],"study_design_scores_gemma":[0.001347093,0.000566477,0.009323167,0.000276905,0.00005459359,0.000005370277,0.0003397519,0.002586299,0.9829363,0.0006606017,0.001706235,0.0001971811],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964884,0.0002071605,0.0006797413,0.00006003378,0.0001452794,0.00005853193,0.00009275491,0.00004137312,0.002226731],"genre_scores_gemma":[0.9988945,0.0002578168,0.0006872193,0.000002324506,0.00002993347,0.00000742246,0.0000174611,0.00000996069,0.00009338641],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7110583,"threshold_uncertainty_score":0.4854057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02202573852361813,"score_gpt":0.2313345059852266,"score_spread":0.2093087674616085,"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."}}