{"id":"W4213204584","doi":"10.26552/com.c.2004.3.28-30","title":"Evaluation of pavement friction according to european standards","year":2004,"lang":"en","type":"article","venue":"Communications - Scientific letters of the University of Zilina","topic":"Asphalt Pavement Performance Evaluation","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Skid (aerodynamics); Slovak; Pavement management; Engineering; Index (typography); Forensic engineering; European standard; International Roughness Index; Mechanical engineering; Civil engineering; Transport engineering; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008829389,0.001158416,0.001212033,0.008004308,0.0009550164,0.001878679,0.00147091,0.0006951205,0.00401208],"category_scores_gemma":[0.009870148,0.0003584399,0.001064295,0.006261839,0.0009856791,0.00111045,0.002104235,0.000438463,0.001454213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002219316,"about_ca_system_score_gemma":0.001680605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007336958,"about_ca_topic_score_gemma":0.009702588,"domain_scores_codex":[0.9782548,0.003702954,0.002778549,0.002140318,0.01214913,0.0009742889],"domain_scores_gemma":[0.9912587,0.0005421696,0.0009691594,0.00147581,0.005609369,0.0001447535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002901624,0.0009613851,0.2606943,0.003136747,0.0006744291,0.0009551123,0.004640186,0.04164572,0.1460569,0.02380643,0.02378731,0.4907399],"study_design_scores_gemma":[0.0001052257,0.002441847,0.6938838,0.0007444153,0.0004138048,0.001213109,0.002892138,0.02155166,0.1128608,0.002501385,0.1611522,0.0002397194],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7731877,0.006198491,0.09602369,0.0001877109,0.0003796265,0.001085992,0.00867547,0.001251049,0.1130102],"genre_scores_gemma":[0.9033422,0.001977438,0.06415091,0.00006155571,0.0000410933,0.0007178301,0.01057267,0.0003993391,0.01873691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008829389,"threshold_uncertainty_score":0.04669482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03985991147775318,"score_gpt":0.2606460700869518,"score_spread":0.2207861586091986,"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."}}