{"id":"W4398170687","doi":"10.3390/ma17112474","title":"The Effects of Lignin on the Thermal and Morphological Properties and Damage Mechanisms after UV Irradiation of Polypropylene Biocomposites Reinforced with Flax and Pine Fibres: Acoustic Emission Analysis","year":2024,"lang":"en","type":"article","venue":"Materials","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Polypropylene; Materials science; Lignin; Composite material; Irradiation; Thermal; Chemistry; Organic chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003755357,0.0001732061,0.0002963417,0.00008984126,0.0001265001,0.0002579158,0.0001243901,0.00006848582,0.00003266299],"category_scores_gemma":[0.0000665157,0.00007020211,0.00002755161,0.0001727406,0.0002450111,0.0001301276,0.0001371421,0.00005034738,0.000001509754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001051372,"about_ca_system_score_gemma":0.00001330555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004578938,"about_ca_topic_score_gemma":0.000001150617,"domain_scores_codex":[0.9989653,0.0001609273,0.000276662,0.0002331493,0.0002034219,0.0001605033],"domain_scores_gemma":[0.9991638,0.0004282302,0.0001171319,0.000212965,0.00003711961,0.00004077201],"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":[0.0003864616,0.000003730013,0.00003503618,0.0003428459,0.0000726543,0.000008960099,0.0003045296,0.00007872234,0.9982287,0.0004687257,0.000009696251,0.00005998417],"study_design_scores_gemma":[0.0001599038,0.0005891369,0.002993103,0.0003239263,0.0002242646,0.00001061496,0.00003286154,0.0009743879,0.9944746,0.0001121477,0.000002162309,0.0001028607],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980729,0.001019827,0.00005934773,0.0002282665,0.00007609566,0.0004737671,0.00002186367,0.0000359124,0.00001207958],"genre_scores_gemma":[0.9993687,0.00008054396,0.0002997637,0.00003919688,0.00002394269,0.00004692393,0.000005209707,0.00001199232,0.0001237258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003754024,"threshold_uncertainty_score":0.2862759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006705694446499091,"score_gpt":0.2022791876677846,"score_spread":0.1955734932212855,"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."}}