{"id":"W2109353107","doi":"10.3141/1991-14","title":"Early Thermodegradation of Bituminous Sealants Resulting from Improper Installation","year":2007,"lang":"en","type":"article","venue":"Transportation Research Record Journal of the Transportation Research Board","topic":"Asphalt Pavement Performance Evaluation","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Sealant; Asphalt; Rheometry; Petrochemical; Service life; Materials science; Waste management; Environmental science; Composite material; Forensic engineering; Engineering; Rheology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006988157,0.000230568,0.000375842,0.001062486,0.0003160916,0.00006784895,0.0006927493,0.0002121182,0.0001648829],"category_scores_gemma":[0.0001244265,0.0001827534,0.0002250558,0.0017405,0.0002840265,0.001080969,0.000005645868,0.001528232,0.00001793863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003433717,"about_ca_system_score_gemma":0.0002689058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00607008,"about_ca_topic_score_gemma":0.01647108,"domain_scores_codex":[0.9928234,0.0004508085,0.001865194,0.000276082,0.003847621,0.0007368919],"domain_scores_gemma":[0.9952214,0.0007380794,0.0004955182,0.0004162305,0.00290291,0.0002257973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002063038,0.0002477509,0.6395136,0.0004200234,0.0003514812,0.0000458716,0.01235264,0.03298691,0.2479605,0.0005570634,0.0008941383,0.06260702],"study_design_scores_gemma":[0.00139194,0.0003244752,0.9555089,0.0003374104,0.00004289843,1.614375e-7,0.00121754,0.004675207,0.03493449,0.0007693938,0.0006307994,0.0001667125],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871887,0.0002009631,0.01048024,0.0001786766,0.0005503785,0.0008559888,0.00006782659,0.00004831401,0.0004288965],"genre_scores_gemma":[0.9969009,0.0004681441,0.002123846,0.000008390131,0.0002352798,0.00001900721,0.00006018185,0.00006502869,0.0001192003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3159954,"threshold_uncertainty_score":0.9191248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08645583336401187,"score_gpt":0.3599975091353663,"score_spread":0.2735416757713544,"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."}}