{"id":"W4405693933","doi":"10.1007/978-3-031-67252-1_120","title":"Influence of the Gradation on Volumetrics, Workability, and Compactability of Bituminous Mixtures Modified with Recycled Polyethylene Plastic Waste","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Asphalt Pavement Performance Evaluation","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Gradation; Plastic waste; Materials science; Polyethylene; Composite material; Waste management; Engineering; Art","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":[0.0002783613,0.0002853541,0.0003736814,0.000256635,0.00003116082,0.0000155556,0.0001648591,0.0001767353,0.00002877807],"category_scores_gemma":[0.0000695234,0.0001914038,0.00006162427,0.0001634281,0.0001944996,0.0001081022,0.00006346875,0.0003031954,0.000003235194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001384582,"about_ca_system_score_gemma":0.00004479328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004107261,"about_ca_topic_score_gemma":0.00007529346,"domain_scores_codex":[0.9985099,0.000016905,0.0005122352,0.000267254,0.0005569516,0.0001367267],"domain_scores_gemma":[0.9988637,0.000298494,0.0001842068,0.00047445,0.0001374613,0.0000416959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002442839,0.00008145763,0.005472732,0.003784097,0.0004510728,0.000001117292,0.0004265506,0.9551055,0.004429961,0.02004299,0.0002025791,0.0097576],"study_design_scores_gemma":[0.001819432,0.001636116,0.1124487,0.006162068,0.001297976,0.000009403254,0.00008384948,0.74354,0.09994799,0.03091528,0.0003509564,0.001788191],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9691738,0.0004692615,0.001035102,0.00002283287,0.0002147832,0.0005851398,0.0000518977,0.00009130008,0.02835586],"genre_scores_gemma":[0.9942749,0.00009371293,0.0001110581,0.000007626118,0.00003175498,0.000008845712,0.0000173958,0.00004156847,0.005413134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2115655,"threshold_uncertainty_score":0.780522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01370470360440777,"score_gpt":0.2134827690887445,"score_spread":0.1997780654843367,"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."}}