{"id":"W7106246769","doi":"10.5683/sp3/w9g8mj","title":"Upcycling of waste plastic: Value-added sustainable composites from biocarbon-reinforced post-consumer recyclates comprising bale wrap and waste automotive parts","year":2025,"lang":"","type":"dataset","venue":"Borealis","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Centre","funders":"","keywords":"Raw material; Automotive industry; Polypropylene; Fabrication; Bioproducts; Polyethylene; Characterization (materials science)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001219236,0.002180853,0.00140636,0.002862538,0.0008047267,0.002170613,0.002810781,0.00278921,0.01857144],"category_scores_gemma":[0.004484051,0.0005293433,0.001987152,0.003639052,0.0005071756,0.001088182,0.001656104,0.001392404,0.02032038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001614987,"about_ca_system_score_gemma":0.002485159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02022752,"about_ca_topic_score_gemma":0.04707041,"domain_scores_codex":[0.998882,0.0001394389,0.0001395202,0.0003690918,0.0003210199,0.0001488488],"domain_scores_gemma":[0.9980571,0.0006386258,0.0003027407,0.0003974063,0.0004392811,0.0001648449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008771425,0.0002022011,0.01013724,0.009945686,0.0003990207,0.0001943835,0.00008279795,0.004037999,0.003475658,0.001560272,0.9534324,0.01565526],"study_design_scores_gemma":[0.0005497475,0.0001651937,0.01854223,0.001325369,0.0002546074,0.0001646931,0.0001330824,0.001939084,0.003761363,0.001844564,0.9712334,0.00008686987],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0006594764,0.0002832147,0.0000707119,0.00005793279,0.0000247461,0.0000137462,0.9981874,0.0001863543,0.0005163961],"genre_scores_gemma":[0.001138057,0.0001449977,0.0003234778,0.00004897675,0.00000436463,0.00003979303,0.9979698,0.00002501647,0.0003054739],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02022752,"threshold_uncertainty_score":0.06212765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009193016189056085,"score_gpt":0.2463351121615785,"score_spread":0.2371420959725224,"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."}}