{"id":"W4223475377","doi":"10.1680/jgeen.21.00008a","title":"Performance of geotextile roofing felts and natural grass roots in a cricket pitch","year":2022,"lang":"en","type":"article","venue":"Proceedings of the Institution of Civil Engineers - Geotechnical Engineering","topic":"Sports Dynamics and Biomechanics","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Geotextile; Penetrometer; Cricket; Geotechnical engineering; Materials science; Moisture; Composite material; Environmental science; Geology; Soil water; Soil science; Ecology","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":[0.0004750847,0.0004604533,0.0003958145,0.0003339626,0.0002034766,0.000407375,0.000290256,0.0003349214,0.001491746],"category_scores_gemma":[0.001279913,0.0002326001,0.0002224874,0.0001968043,0.0003676698,0.0003056839,0.0003787922,0.0002524896,0.0001959389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002403824,"about_ca_system_score_gemma":0.0001687988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001821457,"about_ca_topic_score_gemma":0.003191923,"domain_scores_codex":[0.9996833,0.00005039014,0.00002521136,0.0001008404,0.00007909418,0.00006118171],"domain_scores_gemma":[0.9993424,0.0002094694,0.000105234,0.00005480959,0.0001134669,0.0001747007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001947202,0.0001188612,0.004679119,0.0001888096,0.00002174513,0.0001656958,0.000223184,0.001033456,0.9848614,0.00002523228,0.00001700619,0.006718419],"study_design_scores_gemma":[0.00007469157,0.01904375,0.1454309,0.0000336073,0.0000898195,0.000385375,0.0007531785,0.004382526,0.8289427,0.00003275782,0.0007838781,0.00004680404],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995844,0.00005053255,0.0002365996,0.000001524104,0.000001224577,0.000008437945,0.00002230608,0.000003256026,0.00009175805],"genre_scores_gemma":[0.9988489,0.00005281846,0.0005933309,0.000003695947,8.879488e-7,0.0000056612,0.00006389645,0.000004694795,0.0004259958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001821457,"threshold_uncertainty_score":0.004990399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003144736511796131,"score_gpt":0.1642440366971135,"score_spread":0.1610993001853174,"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."}}