{"id":"W4409749263","doi":"10.1002/app.57211","title":"Impact of Fiber Morphology and Content on the Thermal Stability, and Mechanical Performance of Maple Wood Fiber‐Polypropylene Composites","year":2025,"lang":"en","type":"article","venue":"Journal of Applied Polymer Science","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Abitibi-Témiscamingue","funders":"Fondation de l’Université du Québec en Abitibi-Témiscamingue","keywords":"Composite material; Materials science; Maple; Polypropylene; Thermal stability; Fiber; Morphology (biology); Thermal; Chemistry; Botany","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001919255,0.0002929986,0.000115597,0.0003324873,0.0001460758,0.0002067767,0.00009600541,0.0001732023,0.000830104],"category_scores_gemma":[0.0003036706,0.0001682822,0.0001371009,0.0002126216,0.0001376552,0.0002660491,0.00009135887,0.0002537571,0.0001020724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001311487,"about_ca_system_score_gemma":0.0001116919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00105057,"about_ca_topic_score_gemma":0.003572871,"domain_scores_codex":[0.9998732,0.00001387966,0.000007762191,0.00002678887,0.00005329697,0.00002510052],"domain_scores_gemma":[0.9997976,0.0000523221,0.0000527536,0.00001251302,0.00005255445,0.00003218259],"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":[0.00009681335,0.000020809,0.000589569,0.00003477886,0.000006810874,0.00004371392,0.0000217264,0.0002091978,0.997588,0.00001461198,0.000007888946,0.001366008],"study_design_scores_gemma":[0.000002731399,0.00030117,0.01494973,0.000003871357,0.00002158895,0.00004872421,0.00003951768,0.0006209573,0.9835966,0.000007502997,0.0004016277,0.000006092196],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991122,0.0002507902,0.0002729609,0.000004209143,0.000004407654,0.000004127136,0.00003600805,0.000007610624,0.0003076085],"genre_scores_gemma":[0.9990705,0.000118877,0.000374137,0.000004197514,0.00000122144,0.000004782174,0.0000344008,0.000004485184,0.0003875858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00105057,"threshold_uncertainty_score":0.00277698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01770260840665518,"score_gpt":0.256447147387787,"score_spread":0.2387445389811318,"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."}}