{"id":"W4416918415","doi":"10.3390/infrastructures10120327","title":"Laboratory Study on the Effect of Kraft Lignin and Sasobit on Construction Temperatures, Compactability and Physical Properties of Hot and Warm Mix Asphalt","year":2025,"lang":"en","type":"article","venue":"Infrastructures","topic":"Asphalt Pavement Performance Evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; École de Technologie Supérieure","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Asphalt; Kraft paper; Lignin; Compaction; Asphalt pavement","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000654265,0.0006849383,0.0004421285,0.0003333248,0.000408365,0.0004951153,0.0003959247,0.0004368756,0.001172747],"category_scores_gemma":[0.0005390841,0.0002088598,0.0006740132,0.0003571128,0.000349906,0.0004065095,0.0003835842,0.0006687342,0.0002977389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003007884,"about_ca_system_score_gemma":0.0004102988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009192834,"about_ca_topic_score_gemma":0.001624404,"domain_scores_codex":[0.9990429,0.0001435242,0.00006369493,0.0002523825,0.0003995135,0.00009789695],"domain_scores_gemma":[0.9993883,0.0001326494,0.0001783295,0.00007170942,0.0001527519,0.00007615076],"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":[0.0004420128,0.0007873604,0.00204361,0.000126629,0.00003798122,0.00006918039,0.0000945702,0.0004944043,0.9924266,0.00005452422,0.00003816437,0.003384916],"study_design_scores_gemma":[0.0000231127,0.00893584,0.01023358,0.00001305728,0.0001514071,0.0001190479,0.0001118047,0.0008296698,0.9784309,0.00004803086,0.001080012,0.00002348005],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965108,0.0002759069,0.002369207,0.00001219341,0.00001519667,0.00005757447,0.0001800576,0.00001984047,0.0005591118],"genre_scores_gemma":[0.9929947,0.0004030582,0.00494811,0.00002413244,0.0000136421,0.00009076463,0.000279572,0.00001517482,0.001230862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001172747,"threshold_uncertainty_score":0.003923237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006322225812654425,"score_gpt":0.2381592966279167,"score_spread":0.2318370708152623,"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."}}