{"id":"W4414257896","doi":"10.18280/rcma.350415","title":"Multifunctional UPE Composites Reinforced with Recycled PET/HDPE Hybrids","year":2025,"lang":"fr","type":"article","venue":"Revue des composites et des matériaux avancés","topic":"Fiber-reinforced polymer composites","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Composite number; Thermoplastic composites; Hybrid; Component (thermodynamics); Raw material","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0004674971,0.001657397,0.001665364,0.001031583,0.0009263784,0.0008620721,0.001146675,0.0004054968,0.0007790635],"category_scores_gemma":[0.0001397553,0.001679859,0.0006237186,0.001697109,0.001321099,0.001461899,0.0005156956,0.001314827,0.0008522313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001195367,"about_ca_system_score_gemma":0.0003194834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008836006,"about_ca_topic_score_gemma":0.0002461668,"domain_scores_codex":[0.9940763,0.0003874597,0.001691413,0.001266755,0.0006577895,0.001920256],"domain_scores_gemma":[0.9948369,0.001831001,0.0003969015,0.001601409,0.0007164971,0.0006172773],"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":[0.001184839,0.0002706866,0.004928623,0.006715098,0.002494778,0.0007662018,0.00135095,0.7627338,0.08657365,0.1077868,0.008148897,0.01704569],"study_design_scores_gemma":[0.004697787,0.0009014125,0.004517616,0.009965542,0.001256296,0.003300478,0.0001560489,0.8104074,0.0881447,0.003493129,0.07033075,0.002828808],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.09972011,0.04252777,0.761385,0.003318248,0.005292583,0.001941892,0.000656791,0.002640962,0.08251668],"genre_scores_gemma":[0.2065084,0.003707517,0.6351323,0.001270076,0.00106733,0.0003875795,0.00159784,0.0007274252,0.1496016],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1262527,"threshold_uncertainty_score":0.9999257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0218999674109318,"score_gpt":0.2471097010479776,"score_spread":0.2252097336370458,"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."}}