{"id":"W3109057896","doi":"10.1155/2020/8868752","title":"Microwave Heating Characteristics of Emulsified Asphalt Repair Materials Incorporated with Steel Slag","year":2020,"lang":"en","type":"article","venue":"Advances in Materials Science and Engineering","topic":"Asphalt Pavement Performance Evaluation","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Transport Canada","funders":"Xinjiang Production and Construction Corps; U.S. Department of Transportation","keywords":"Materials science; Asphalt; Microwave; Microwave heating; Composite material; Slag (welding); Metallurgy","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":[0.0001435714,0.0002607487,0.0001549358,0.0004066649,0.0000979138,0.0001373846,0.000147892,0.0002168891,0.001172439],"category_scores_gemma":[0.0002603383,0.00014453,0.0002275863,0.000278618,0.0001791191,0.00030525,0.00008777863,0.0002511049,0.0002179857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001564513,"about_ca_system_score_gemma":0.00004532113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004391599,"about_ca_topic_score_gemma":0.0006286117,"domain_scores_codex":[0.9998875,0.00001176378,0.000009142582,0.00002691953,0.00004236313,0.00002238038],"domain_scores_gemma":[0.9998247,0.00004363846,0.00005442238,0.00001228717,0.00005108728,0.0000137837],"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":[0.0001861461,0.00001321711,0.0005497906,0.00004680871,0.000005136704,0.00003757099,0.0000422819,0.0004514945,0.996078,0.00004415434,0.00002873676,0.00251667],"study_design_scores_gemma":[0.000003695156,0.0003102087,0.006674999,0.000004562212,0.00001656888,0.00006716518,0.0000526572,0.001572264,0.9906427,0.0000112296,0.0006369912,0.00000697724],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970011,0.0006363617,0.001476468,0.00001032917,0.00001244183,0.000006060271,0.00004928965,0.00003190919,0.0007759935],"genre_scores_gemma":[0.9982154,0.0001766008,0.0004898631,0.000006950404,0.00000314698,0.00000522347,0.00005221629,0.000009735459,0.001041026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001172439,"threshold_uncertainty_score":0.003922224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01162153851000178,"score_gpt":0.223787567862384,"score_spread":0.2121660293523822,"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."}}