{"id":"W3126678858","doi":"10.1080/14680629.2021.1925577","title":"Mechanical performance of rehabilitated bituminous layers with paving fabric under cyclic loading","year":2021,"lang":"en","type":"article","venue":"Road Materials and Pavement Design","topic":"Asphalt Pavement Performance Evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure; Université du Québec à Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Asphalt; Forensic engineering; Geology; Geotechnical engineering; Engineering; Materials science; Composite material","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006207016,0.0001909372,0.0002849039,0.00007287114,0.00007380532,0.00004551382,0.00006941118,0.00006608899,0.0002510732],"category_scores_gemma":[0.00001038617,0.0001690227,0.00002087279,0.000173625,0.00002973514,0.0002233897,0.00003243301,0.00005682171,0.00001156683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000071764,"about_ca_system_score_gemma":0.00003729031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001182858,"about_ca_topic_score_gemma":0.000003024487,"domain_scores_codex":[0.9987387,0.00009342573,0.0004082547,0.0002234614,0.0002602151,0.0002759229],"domain_scores_gemma":[0.99954,0.00004574254,0.00008177312,0.0002041768,0.0000688789,0.00005945212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0000348855,0.00003353318,0.0006944299,0.0003682503,0.00007049225,0.000003683017,0.000258184,0.01924859,0.978153,0.00009508702,0.00003369899,0.001006136],"study_design_scores_gemma":[0.0006688966,0.0003488903,0.006158988,0.0002270713,0.00005764519,0.000009111476,0.0001609412,0.02167522,0.9703724,0.000051648,0.00003644738,0.000232687],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841319,0.0001786857,0.01491556,0.00002799896,0.0002214277,0.0003398371,0.000006090663,0.00009576447,0.00008269109],"genre_scores_gemma":[0.9955476,0.0002442788,0.003973588,0.00003461344,0.00004216298,0.00004880935,0.00002471836,0.00003314429,0.00005106389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01141568,"threshold_uncertainty_score":0.6892545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02218368757393194,"score_gpt":0.2240195685401919,"score_spread":0.20183588096626,"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."}}