{"id":"W3201467123","doi":"10.1520/jte20210240","title":"Human Slip Assessment of Candidate Reference Surfaces for Walkway Tribometer Validation: An Update to Standard ASTM F2508","year":2021,"lang":"en","type":"article","venue":"Journal of Testing and Evaluation","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Advantage Forensics (Canada)","funders":"","keywords":"Tribometer; Slip (aerodynamics); Engineering; Forensic engineering; Materials science; Environmental science; Computer science; Composite material; Friction coefficient; Aerospace engineering","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":[0.02057173,0.001349489,0.0009923053,0.003439831,0.001277042,0.001392575,0.002447507,0.001562899,0.001977552],"category_scores_gemma":[0.03829643,0.0005803409,0.001113796,0.001720604,0.0009309922,0.0009755628,0.001612882,0.0008286866,0.001526006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008217989,"about_ca_system_score_gemma":0.002172591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004637215,"about_ca_topic_score_gemma":0.01168601,"domain_scores_codex":[0.9802259,0.004482938,0.002433738,0.0006759359,0.01184999,0.000331497],"domain_scores_gemma":[0.9490525,0.006137698,0.003156918,0.004030535,0.03715191,0.000470407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001875236,0.0009444188,0.3095795,0.002087612,0.0001631833,0.0005466038,0.002132334,0.005535481,0.1713594,0.002134417,0.02002721,0.4836147],"study_design_scores_gemma":[0.0002250509,0.0086922,0.6679689,0.00171863,0.0004436773,0.003471513,0.003200722,0.04081429,0.186919,0.00277007,0.08341777,0.0003581384],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6677465,0.006006804,0.2975391,0.00114459,0.001366769,0.00229076,0.003257221,0.00191788,0.01873031],"genre_scores_gemma":[0.7172233,0.001864282,0.2694628,0.0003370428,0.0001398173,0.001929101,0.003171713,0.0002686622,0.00560333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02057173,"threshold_uncertainty_score":0.108795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1694252048183545,"score_gpt":0.4962474876246343,"score_spread":0.3268222828062799,"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."}}