{"id":"W1600741917","doi":"","title":"Quiet Pavements: Fact or Fiction?","year":2009,"lang":"en","type":"article","venue":"","topic":"Asphalt Pavement Performance Evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"QUIET; Noise (video); Traffic noise; Roadway noise; Forensic engineering; Engineering; Acoustics; Computer science; Noise reduction; Artificial intelligence; Physics","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":[0.002622036,0.000389387,0.0006051955,0.001138946,0.001691733,0.003425918,0.00132844,0.002544287,0.00659069],"category_scores_gemma":[0.01308274,0.0001847851,0.000236744,0.00164388,0.01410407,0.006959899,0.001679115,0.003786585,0.001920006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001865869,"about_ca_system_score_gemma":0.001218099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01317861,"about_ca_topic_score_gemma":0.01769488,"domain_scores_codex":[0.9983728,0.0004165525,0.0001374535,0.0004520563,0.0005057564,0.0001152408],"domain_scores_gemma":[0.9922473,0.004584675,0.0009083372,0.0006128661,0.001400894,0.0002459646],"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":[0.0004255504,0.0001199574,0.02211044,0.003745995,0.0001528408,0.003028352,0.01993252,0.0006691997,0.002788143,0.2619726,0.2117268,0.4733277],"study_design_scores_gemma":[0.00001881298,0.000172999,0.0129379,0.002302184,0.0001096923,0.004623137,0.03098522,0.0002658847,0.001969448,0.1086095,0.8378749,0.0001304155],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05679606,0.2133496,0.01319887,0.5965081,0.02803247,0.00004995241,0.001111026,0.0001667575,0.09078718],"genre_scores_gemma":[0.6525975,0.1891367,0.004917114,0.09238724,0.03101993,0.00005520593,0.0005571875,0.0001495569,0.02917944],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01317861,"threshold_uncertainty_score":0.02620381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02050310827749101,"score_gpt":0.2701335469338002,"score_spread":0.2496304386563091,"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."}}