{"id":"W2122908894","doi":"","title":"TAC Pavement ME User Group - Canadian Climate Trials","year":2013,"lang":"en","type":"article","venue":"2013 CONFERENCE AND EXHIBITION OF THE TRANSPORTATION ASSOCIATION OF CANADA - TRANSPORTATION: BETTER - FASTER - SAFER","topic":"Asphalt Pavement Performance Evaluation","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Engineering; Rut; Transport engineering; Civil engineering; Asphalt; Asphalt concrete; Geography; Cartography","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":[0.008229425,0.001290004,0.0008243847,0.001036542,0.002696231,0.0014955,0.002998283,0.00107965,0.0220053],"category_scores_gemma":[0.01026822,0.0007304863,0.0008238903,0.002131059,0.0007312539,0.0009590759,0.001356343,0.001188989,0.004062508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007892974,"about_ca_system_score_gemma":0.01683403,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5678801,"about_ca_topic_score_gemma":0.7687275,"domain_scores_codex":[0.9942943,0.001490716,0.0001925151,0.0005695776,0.002765029,0.0006877826],"domain_scores_gemma":[0.9907364,0.001021239,0.0002886347,0.001226416,0.005951398,0.0007758507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.02263346,0.01049137,0.02382475,0.002058686,0.0005758887,0.001174858,0.004259692,0.04648091,0.07898068,0.01335816,0.4309226,0.3652389],"study_design_scores_gemma":[0.004244559,0.01112937,0.07223873,0.0002582933,0.0003458705,0.0002641286,0.002313851,0.01194109,0.05606512,0.002966996,0.8377898,0.0004421322],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3957992,0.002980854,0.05293722,0.00286779,0.0008334534,0.04063115,0.1488884,0.007212715,0.3478492],"genre_scores_gemma":[0.524434,0.002929486,0.1401424,0.001744487,0.0001703173,0.03190396,0.08553769,0.00253977,0.210598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4321199,"threshold_uncertainty_score":0.8693295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01445638972871184,"score_gpt":0.2085191365616711,"score_spread":0.1940627468329592,"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."}}