{"id":"W2397599644","doi":"10.1016/j.tust.2016.05.005","title":"Mechanisms of placement in sprayed concrete","year":2016,"lang":"en","type":"article","venue":"Tunnelling and Underground Space Technology","topic":"Geotechnical Engineering and Underground Structures","field":"Engineering","cited_by":51,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada","keywords":"Context (archaeology); Popularity; Process (computing); Scale (ratio); Construction engineering; Quality (philosophy); Computer science; Field (mathematics); Forensic engineering; Mechanical engineering; Engineering; Architectural engineering; Risk analysis (engineering); Process engineering; Mathematics; Geology; Business; Geography","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000253813,0.0003276905,0.0003184522,0.0007094868,0.0009032462,0.0009475469,0.0008308226,0.0009843137,0.006252857],"category_scores_gemma":[0.00116155,0.0005567287,0.0002903764,0.0003043248,0.001537755,0.0008913797,0.001173357,0.0005170787,0.0007818163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005714649,"about_ca_system_score_gemma":0.0005217089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001229792,"about_ca_topic_score_gemma":0.001305916,"domain_scores_codex":[0.999775,0.00003300594,0.000009466818,0.00002898388,0.0001005671,0.00005300652],"domain_scores_gemma":[0.9995485,0.000120418,0.00009659115,0.00004756703,0.0001295584,0.00005732959],"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":[0.0006055093,0.0002224415,0.0044672,0.0002885797,0.00003342012,0.00229792,0.001066401,0.2190786,0.2305618,0.4895105,0.002357224,0.04951049],"study_design_scores_gemma":[0.000268691,0.001188368,0.01680926,0.0001505032,0.00005056517,0.00232421,0.001454305,0.7008788,0.1084409,0.158277,0.009946197,0.0002111495],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8663768,0.0004788293,0.09290775,0.0004599021,0.000175084,0.00008627865,0.00008200702,0.000379054,0.03905437],"genre_scores_gemma":[0.9877861,0.0001114516,0.004977154,0.000009887806,0.000006760644,0.00001070569,0.00001596929,0.00001573137,0.007066379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006252857,"threshold_uncertainty_score":0.02091789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005762415926412193,"score_gpt":0.191005961207034,"score_spread":0.1852435452806218,"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."}}