{"id":"W2336471091","doi":"","title":"Survey on Current Practices for Evaluating Warm Mix Asphalt Moisture Susceptibility","year":2015,"lang":"en","type":"article","venue":"TAC 2015: Getting You There Safely - 2015 Conference and Exhibition of the Transportation Association of Canada // ATC: Destination sÃ©curitÃ© routiÃ¨re - 2015 CongrÃ¨s et Exposition de l'Association des transports du Canada","topic":"Asphalt Pavement Performance Evaluation","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Asphalt; Asphalt pavement; Greenhouse gas; Moisture; Environmental science; Engineering; Waste management; Civil engineering; Transport engineering; Geography; Meteorology","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"],"consensus_categories":[],"category_scores_codex":[0.007098435,0.0005592534,0.0007195731,0.0001838742,0.000472073,0.0001198136,0.0003452322,0.0003579649,0.0001759257],"category_scores_gemma":[0.002350739,0.0005814156,0.0001686705,0.0005432279,0.00008687301,0.001122293,0.00001207113,0.0005448734,0.000001458916],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005034198,"about_ca_system_score_gemma":0.005191145,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2991325,"about_ca_topic_score_gemma":0.9425352,"domain_scores_codex":[0.993354,0.0008746097,0.001821148,0.0005781208,0.002636828,0.0007353478],"domain_scores_gemma":[0.989769,0.001181388,0.003783244,0.0003881634,0.004523716,0.0003544589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006879045,0.0004092155,0.7458992,0.001456195,0.0005846591,0.000006112008,0.008293829,0.1333166,0.002833394,0.001751149,0.09877807,0.005983609],"study_design_scores_gemma":[0.004558876,0.0003641893,0.9448914,0.0007616795,0.0005251273,0.000002718834,0.001673647,0.03224731,0.006354488,0.001274331,0.006302889,0.001043378],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9796883,0.0007479548,0.006876969,0.004919915,0.001625992,0.001961359,0.00343118,0.0001600864,0.0005881956],"genre_scores_gemma":[0.995194,0.0002065012,0.0005768972,0.000305296,0.0001513096,0.000156829,0.00271567,0.00007403143,0.0006194982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6434027,"threshold_uncertainty_score":0.9996637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03941339821464176,"score_gpt":0.3023785278769174,"score_spread":0.2629651296622757,"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."}}