{"id":"W3112085708","doi":"10.21838/uhpc.9709","title":"UHPC in the UK","year":2019,"lang":"en","type":"article","venue":"","topic":"Innovative concrete reinforcement materials","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"WSP (Canada)","funders":"","keywords":"Plan (archaeology); Action plan; Government (linguistics); Transport engineering; Engineering; Process (computing); Business; Pedestrian; Computer science; Management","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":[0.0007718561,0.0005989213,0.0003347633,0.001302942,0.003157665,0.004952613,0.000795058,0.003465159,0.2424982],"category_scores_gemma":[0.003509745,0.0003218014,0.0003960973,0.002017993,0.00123511,0.002488951,0.003814851,0.002313079,0.06172389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005588041,"about_ca_system_score_gemma":0.01145124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09958037,"about_ca_topic_score_gemma":0.09205948,"domain_scores_codex":[0.9985186,0.0001780306,0.0001183849,0.0002345511,0.0004787872,0.0004716175],"domain_scores_gemma":[0.998015,0.0001888121,0.0001601282,0.0001196747,0.000636795,0.0008795565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007569631,0.00003026916,0.002678958,0.0005129263,0.000007854251,0.001733755,0.00124551,0.00006875303,0.0004570003,0.02682755,0.8654031,0.1009587],"study_design_scores_gemma":[0.000007135362,0.00001669466,0.003876591,0.0001872618,0.000001545002,0.0004212292,0.000573141,0.00001344523,0.00003963211,0.0002803382,0.9945751,0.000007843772],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02313491,0.04170377,0.0007396213,0.09523337,0.01563239,0.0002546858,0.009278608,0.0005838136,0.813439],"genre_scores_gemma":[0.06218934,0.02118302,0.0004858444,0.02237498,0.001313542,0.0001459781,0.002834021,0.0002091075,0.8892641],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2424982,"threshold_uncertainty_score":0.8112375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006338424136596439,"score_gpt":0.1941619660188078,"score_spread":0.1878235418822113,"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."}}