{"id":"W4285499994","doi":"10.1016/j.jcomc.2022.100296","title":"Influence of UV irradiation on mechanical properties and drop-weight impact performance of polypropylene biocomposites reinforced with short flax and pine fibers","year":2022,"lang":"en","type":"article","venue":"Composites Part C Open Access","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Composite material; Polypropylene; Flexural strength; Biocomposite; Cellulose; Fourier transform infrared spectroscopy; Flexural modulus; Lignin; Irradiation; Surface roughness; Izod impact strength test; Composite number; Ultimate tensile strength; Chemical engineering; 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":[0.0003902472,0.000330459,0.0005977618,0.0002285584,0.0004174616,0.0003929452,0.001435535,0.00005819811,0.0001045641],"category_scores_gemma":[0.00002398762,0.0002390836,0.00004815836,0.0005007095,0.0002819979,0.001953363,0.002057955,0.0002504209,0.000002520786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000087578,"about_ca_system_score_gemma":0.000117049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002250314,"about_ca_topic_score_gemma":0.000002893134,"domain_scores_codex":[0.9977605,0.0001332124,0.0006112352,0.0005085652,0.0006384539,0.0003480266],"domain_scores_gemma":[0.9986547,0.0001406992,0.0003761742,0.0004972288,0.000176147,0.0001550889],"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":[0.002063544,0.00004211612,0.01286113,0.0001513093,0.00004902465,0.000003282729,0.0001475641,0.05689284,0.9272035,0.0003144476,0.00004105006,0.0002302228],"study_design_scores_gemma":[0.0007390629,0.002359286,0.03180634,0.0002473452,0.00005371424,0.00006025365,0.00001523654,0.01430597,0.9500053,0.00001672025,0.00004856862,0.0003421861],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980319,0.0003222557,0.00001223811,0.0001310286,0.00005704107,0.001108048,0.00005435267,0.00004535029,0.0002378421],"genre_scores_gemma":[0.9984569,0.00006447789,0.001066285,0.0001107448,0.00002263609,0.0001064987,0.00003877239,0.00002955114,0.0001041322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04258687,"threshold_uncertainty_score":0.9749546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02778000722728035,"score_gpt":0.2920057231178529,"score_spread":0.2642257158905726,"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."}}