{"id":"W617873971","doi":"","title":"Influence of Texture on Tire/Pavement Noise","year":2006,"lang":"en","type":"article","venue":"10TH INTERNATIONAL CONFERENCE ON ASPHALT PAVEMENTS - AUGUST 12 TO 17, 2006, QUEBEC CITY, CANADA","topic":"Asphalt Pavement Performance Evaluation","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Noise (video); Sieve (category theory); Tread; Texture (cosmology); Trailer; Limiting; Noise level; Noise barrier; Environmental science; Mathematics; Engineering; Noise reduction; Computer science; Materials science; Automotive engineering; Artificial intelligence; Composite material; Telecommunications; Mechanical engineering","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003263915,0.0005706326,0.0004213731,0.0003983989,0.0001300057,0.000108897,0.0008816752,0.0001452955,0.003869811],"category_scores_gemma":[0.00004568481,0.0006062613,0.00009058312,0.0003187191,0.0000634073,0.000410796,0.0001316831,0.0003850237,0.0001163767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001845618,"about_ca_system_score_gemma":0.000683016,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4726053,"about_ca_topic_score_gemma":0.8231854,"domain_scores_codex":[0.9953791,0.00005329312,0.001048281,0.0005951114,0.002251022,0.0006731719],"domain_scores_gemma":[0.9982886,0.00006200682,0.0003145899,0.0005714244,0.0004900629,0.0002733201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0001192181,0.0004183001,0.02119758,0.0001427074,0.0002937207,0.00003578773,0.0001422354,0.7395048,0.006637137,0.009778659,0.2103918,0.0113381],"study_design_scores_gemma":[0.005843129,0.0009853143,0.5606818,0.001707581,0.0001568855,0.000008029933,0.0003734857,0.1481594,0.08089051,0.0007414489,0.1973412,0.00311122],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9413412,0.00002736591,0.000946011,0.001127845,0.001327629,0.001073776,0.0006352306,0.0001688997,0.05335207],"genre_scores_gemma":[0.9786652,0.0000228914,0.0001867915,0.002135453,0.0002827134,0.0001645933,0.0004268955,0.00006252347,0.01805292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5913453,"threshold_uncertainty_score":0.9996389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01979753899886037,"score_gpt":0.2559938036772425,"score_spread":0.2361962646783821,"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."}}