{"id":"W4381614412","doi":"10.7250/bjrbe.2023-18.603","title":"Superpave Pavement Design Temperatures in Estonia","year":2023,"lang":"en","type":"article","venue":"The Baltic Journal of Road and Bridge Engineering","topic":"Asphalt Pavement Performance Evaluation","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental science; Submarine pipeline; Asphalt; Asphalt pavement; Estonian; Civil engineering; Engineering; Geotechnical engineering; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001038225,0.0001197534,0.0001570593,0.0002092143,0.00003402589,0.00003507513,0.0001224822,0.00002945218,0.000007685334],"category_scores_gemma":[0.0000396414,0.00008767557,0.00003283888,0.0002809976,0.00001155965,0.000181834,0.00002075748,0.0002371353,0.00001011439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006796219,"about_ca_system_score_gemma":0.00002040471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003330838,"about_ca_topic_score_gemma":0.000001140222,"domain_scores_codex":[0.9991608,0.00002216512,0.000315009,0.00005867989,0.000218968,0.000224332],"domain_scores_gemma":[0.9997216,0.00007756477,0.00003500126,0.00008939282,0.00002684344,0.000049605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000005965319,0.000006037717,0.001159855,0.00004936574,0.00003714647,0.0000275958,0.0007883407,0.9779998,0.01555323,0.00003578539,0.0004165782,0.003920273],"study_design_scores_gemma":[0.0005227801,0.00006828053,0.1495769,0.000169497,0.0000209371,0.00006860017,0.0001045578,0.8439057,0.005214725,0.0000321464,0.0001841282,0.0001317527],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886045,0.001126717,0.009515231,0.000100496,0.0004461449,0.0001269504,8.922981e-7,0.00006224317,0.00001677938],"genre_scores_gemma":[0.998655,0.0007128828,0.0004024329,0.00001565227,0.0001682034,0.000005880847,0.000001188446,0.00002105058,0.00001772072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.148417,"threshold_uncertainty_score":0.3575306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02056720751881897,"score_gpt":0.2332110517062634,"score_spread":0.2126438441874444,"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."}}