{"id":"W2997322992","doi":"10.1111/ffe.13176","title":"Fatigue behaviour of dry or partially saturated hot mix asphalt (HMA)","year":2019,"lang":"en","type":"article","venue":"Fatigue & Fracture of Engineering Materials & Structures","topic":"Asphalt Pavement Performance Evaluation","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Asphalt; Materials science; Void (composites); Composite material; Stiffness; Asphalt pavement; Geotechnical engineering; Geology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002006446,0.000289865,0.0002691885,0.0005158847,0.0001525878,0.0001526533,0.0001500085,0.0002145988,0.00149379],"category_scores_gemma":[0.0002628358,0.0001318548,0.0001679726,0.0003160019,0.0001607028,0.0002460866,0.0001213779,0.0002430919,0.0001856018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001382025,"about_ca_system_score_gemma":0.00007096051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001136058,"about_ca_topic_score_gemma":0.002781831,"domain_scores_codex":[0.9997452,0.00003372954,0.00001891011,0.00004873483,0.0001137133,0.00003972344],"domain_scores_gemma":[0.9997358,0.00006155059,0.00007288313,0.00001630759,0.00007368488,0.00003975521],"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":[0.0001462025,0.00001852867,0.001547294,0.00003544405,0.00001354464,0.00002534128,0.00003981841,0.0001596781,0.9957639,0.00000975514,0.000009711957,0.002230791],"study_design_scores_gemma":[0.000004305329,0.0009956954,0.03826982,0.000007217127,0.00002872096,0.0001311697,0.0001131682,0.001627414,0.9579931,0.00001496765,0.0008041776,0.00001027611],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998561,0.0003267056,0.0007137345,0.000004439307,0.000003648218,0.000005663639,0.0001290859,0.00001362095,0.0002420938],"genre_scores_gemma":[0.998768,0.00009812168,0.0004891264,0.000005240356,0.000001834657,0.000006439142,0.0001250325,0.000006651106,0.0004995749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00149379,"threshold_uncertainty_score":0.004997194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0177039333724239,"score_gpt":0.2592270799364238,"score_spread":0.2415231465639999,"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."}}