{"id":"W2081999134","doi":"10.3141/1896-14","title":"A 9-Year Evaluation of Field Cracking and Rutting Performance of SPS-9 Superpave Experiment","year":2004,"lang":"en","type":"article","venue":"Transportation Research Record Journal of the Transportation Research Board","topic":"Asphalt Pavement Performance Evaluation","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Government of Manitoba; Transport Canada","funders":"U.S. Department of Transportation","keywords":"Rut; Cracking; Asphalt; Fatigue cracking; Statistical analysis; Engineering; Forensic engineering; Distress; Geotechnical engineering; Materials science; Composite material; Statistics; Mathematics; Psychology","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":[0.007321217,0.0001721944,0.0003458771,0.0007404703,0.0002069159,0.0000330222,0.0004141273,0.0001260073,0.0001605138],"category_scores_gemma":[0.000164496,0.0001443734,0.0001515617,0.001028911,0.0002615119,0.0007490211,0.000005950043,0.0009068013,0.000003102862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002832579,"about_ca_system_score_gemma":0.0004229918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008965884,"about_ca_topic_score_gemma":0.001768838,"domain_scores_codex":[0.9934992,0.0003859504,0.001326599,0.0002012117,0.004133563,0.0004534673],"domain_scores_gemma":[0.9955809,0.0003665762,0.0003275698,0.0002935216,0.003293059,0.0001384473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00158821,0.0003448392,0.4777233,0.002099625,0.0003242021,0.00001000801,0.01873493,0.3100797,0.1411546,0.001575661,0.0003338663,0.0460311],"study_design_scores_gemma":[0.003143164,0.001238265,0.7017441,0.001187257,0.0001056263,4.937457e-7,0.003783762,0.0114435,0.2759644,0.001075273,0.0001338562,0.0001802865],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967971,0.0004275293,0.001156981,0.0002937979,0.0002618754,0.0008518618,0.00001187184,0.00001586523,0.0001830594],"genre_scores_gemma":[0.9964901,0.001126954,0.002188981,0.00000608735,0.00007913119,0.0000506562,0.000007773587,0.0000342442,0.00001603087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2986361,"threshold_uncertainty_score":0.5887375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09797532221757087,"score_gpt":0.390130204228922,"score_spread":0.2921548820113511,"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."}}