{"id":"W3029362044","doi":"10.3390/ma13112520","title":"Physical, Rheological, and Morphological Properties of Asphalt Reinforced by Basalt Fiber and Lignin Fiber","year":2020,"lang":"en","type":"article","venue":"Materials","topic":"Asphalt Pavement Performance Evaluation","field":"Engineering","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"National Natural Science Foundation of China","keywords":"Asphalt; Materials science; Basalt fiber; Composite material; Fiber; Rheology; Softening point; Lignin; Scanning electron microscope; Softening; Ductility (Earth science); Polymer; Chemistry; Organic chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001406553,0.0001412452,0.0002761959,0.00001496779,0.000031993,0.00003660456,0.00006361154,0.0000724382,0.000788385],"category_scores_gemma":[0.00004208034,0.0001050366,0.00001473085,0.0000497187,0.00009528548,0.0001602146,0.00006780375,0.00004841781,0.00008688439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009407492,"about_ca_system_score_gemma":0.000004506276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000041052,"about_ca_topic_score_gemma":4.90772e-8,"domain_scores_codex":[0.9992588,0.00003753226,0.0002563795,0.0001579994,0.0001306206,0.0001586671],"domain_scores_gemma":[0.9997579,0.00001964643,0.00005049766,0.0000840184,0.00002248593,0.00006548255],"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":[0.00002729448,0.000006430182,0.00002585827,0.0002041627,0.00001527508,0.000001085116,0.0002853432,0.0004964534,0.994958,0.00002512024,0.003518167,0.0004367959],"study_design_scores_gemma":[0.0003467204,0.0001834447,0.000220732,0.00002985875,0.00001827211,0.000002127636,0.00002907745,0.008516001,0.9894359,0.00001525382,0.001062423,0.0001402103],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987624,0.0002158171,0.00002455439,0.000159445,0.00004261849,0.0002630303,0.00002246131,0.0001171475,0.0003924766],"genre_scores_gemma":[0.9991041,0.00009110088,0.0002568197,0.0001404056,0.00008063269,0.00003799047,0.00001831753,0.00001594387,0.0002546429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008019547,"threshold_uncertainty_score":0.8632264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02602192022914692,"score_gpt":0.222243465162328,"score_spread":0.1962215449331811,"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."}}