{"id":"W4390011957","doi":"10.1080/09276440.2023.2294600","title":"Weathering of compatibilized poly(hydroxybutyrate)/agave fiber biocomposites produced by different mixing methods","year":2023,"lang":"en","type":"article","venue":"Composite Interfaces","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Consejo Nacional de Ciencia y Tecnología","keywords":"Materials science; Extrusion; Ultimate tensile strength; Composite material; Flexural strength; Porosity; Agave; Polymer; Degradation (telecommunications); Compatibilization; Fiber; Polymer blend; Copolymer","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000564204,0.000540293,0.0008945271,0.0003315486,0.0002302215,0.0002351869,0.001057617,0.0001473662,0.0004974617],"category_scores_gemma":[0.00006921634,0.0004387387,0.0002050846,0.0006416005,0.0002419993,0.0003644996,0.00073356,0.0002904414,0.0005452547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009327838,"about_ca_system_score_gemma":0.00002106397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001102476,"about_ca_topic_score_gemma":0.000002708727,"domain_scores_codex":[0.996636,0.0004098222,0.000960748,0.0007989081,0.0004797292,0.0007147298],"domain_scores_gemma":[0.99772,0.0007237095,0.0004437153,0.0007683886,0.0001688116,0.0001754007],"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":[0.0001589906,0.00006452987,0.0004759693,0.0001444897,0.00007571242,0.000003782565,0.0008190105,0.0004177536,0.9940438,0.0000308114,0.0005099273,0.003255254],"study_design_scores_gemma":[0.0005856464,0.0002121885,0.0003016613,0.0003205788,0.00005203347,0.000009634941,0.00006838478,0.005797802,0.9914654,0.0001591304,0.0005366548,0.0004909054],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932534,0.0031359,0.0008933088,0.0002920548,0.0006411595,0.0006163136,0.00007392851,0.0007112835,0.0003826704],"genre_scores_gemma":[0.9850204,0.00003884282,0.01349904,0.00004347967,0.00006736002,0.00004608089,0.00006159089,0.00007257995,0.001150647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01260573,"threshold_uncertainty_score":0.9998065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02232612308570357,"score_gpt":0.3164610849401413,"score_spread":0.2941349618544377,"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."}}