{"id":"W782741281","doi":"","title":"Traffic Calming - Speed Humps and Speed Cushion","year":2011,"lang":"en","type":"article","venue":"","topic":"Traffic Prediction and Management Techniques","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Traffic calming; Context (archaeology); Fact sheet; Transport engineering; Engineering; Computer security; Computer science; World Wide Web; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006091898,0.00008366156,0.00007335444,0.00008290567,0.00002531416,0.00001525644,0.0000558051,0.00004285838,0.0001364128],"category_scores_gemma":[0.000002577692,0.0000790426,0.00001948204,0.00006196751,0.00001766674,0.0001103957,0.00001887382,0.00006414041,0.00003213935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001274735,"about_ca_system_score_gemma":0.000001232026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001065868,"about_ca_topic_score_gemma":0.00001419105,"domain_scores_codex":[0.9996162,0.00000479396,0.0001011555,0.00009717952,0.00005732927,0.0001233259],"domain_scores_gemma":[0.9998336,0.0000045698,0.000007443221,0.00009712481,0.000005912811,0.00005130377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000450154,0.0002150004,0.001286698,0.0003703508,0.0002730642,0.00008057456,0.005767011,0.003040655,0.01906509,0.03497144,0.3199347,0.6149504],"study_design_scores_gemma":[0.001660566,0.000232422,0.03341086,0.0001024607,0.0001205701,0.00004815864,0.001374634,0.8441787,0.03617825,0.0002845477,0.08120526,0.001203616],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6407223,0.00009540385,0.02690842,0.00003092696,0.0003284619,0.0002259559,0.000001509001,0.01443565,0.3172514],"genre_scores_gemma":[0.9971095,0.0001006757,0.002283519,0.00004585696,0.00002969526,0.000001503217,0.000002055128,0.00001548754,0.0004116663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.841138,"threshold_uncertainty_score":0.3223264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02237787306852295,"score_gpt":0.1997520857471491,"score_spread":0.1773742126786262,"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."}}