{"id":"W7066898324","doi":"","title":"Investigating Solutions for Self-Healing and Crack Mitigation of Flexible Pavement Materials","year":2022,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Graphite, nuclear technology, radiation studies","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Asphalt; Dynamic shear rheometer; Cracking; Differential scanning calorimetry; Thermogravimetric analysis; Scanning electron microscope; Service life; Rut; Cement","routes":{"ca_aff":false,"ca_fund":true,"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":[0.0002623636,0.0003407841,0.0002090156,0.0004677198,0.0001819494,0.0004170296,0.0002965751,0.0005499623,0.001132817],"category_scores_gemma":[0.0001974682,0.0001304971,0.0003878695,0.0001862359,0.0001606147,0.0006252076,0.0002815862,0.0005164905,0.0002287921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002679995,"about_ca_system_score_gemma":0.0001855598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004342006,"about_ca_topic_score_gemma":0.0011796,"domain_scores_codex":[0.9998155,0.00002454273,0.000009700931,0.00003602917,0.00007738377,0.00003691588],"domain_scores_gemma":[0.9998584,0.00002539685,0.00004853972,0.000008792817,0.00004437758,0.00001453278],"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":[0.00003773019,0.0001054966,0.0002017327,0.0004479272,0.00001219008,0.00005982661,0.00004048688,0.0004079311,0.9802824,0.000307928,0.00006458326,0.0180318],"study_design_scores_gemma":[0.000008419464,0.000905094,0.001365527,0.00004442977,0.00003341342,0.0001195342,0.000107167,0.001907633,0.9878115,0.0001109199,0.007578112,0.000008306611],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9440972,0.03213051,0.01833609,0.0003807437,0.0001212397,0.000186089,0.00009667428,0.00008525302,0.004566213],"genre_scores_gemma":[0.9627259,0.01311205,0.0199194,0.0001374803,0.0000255983,0.00008954321,0.00008418483,0.00001485256,0.003890981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001132817,"threshold_uncertainty_score":0.003789663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01845876834687962,"score_gpt":0.2331075194946491,"score_spread":0.2146487511477694,"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."}}