{"id":"W7155515091","doi":"10.14447/jnmes/vol28i2.a04","title":"Thermo-Mechanical Characterization of Hybrid Composites Reinforced with Aggro-Waste Cordia dichotoma Fiber and custard apple seed particulates, pp. 145-160","year":2025,"lang":"","type":"article","venue":"Journal of New Materials for Electrochemical Systems","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Custard-apple; Fiber; Characterization (materials science); Composite number; Morphology (biology)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001144039,0.0002041992,0.0001263573,0.0005522099,0.0001629513,0.0001712179,0.00007573608,0.0001840848,0.001122529],"category_scores_gemma":[0.0001275819,0.0001355854,0.0001793461,0.0002320304,0.0001319171,0.0001542327,0.00008082863,0.0001816812,0.0001615312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000109747,"about_ca_system_score_gemma":0.00006652878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006943144,"about_ca_topic_score_gemma":0.002293533,"domain_scores_codex":[0.999926,0.000005027202,0.000006974056,0.00001911813,0.00003386063,0.000009006012],"domain_scores_gemma":[0.999882,0.00002244232,0.00003607599,0.000007263054,0.00003244203,0.00001977465],"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":[0.00002011968,0.000005163954,0.0004743478,0.00001860338,0.000003301257,0.00003270327,0.00002356897,0.00004164602,0.9987354,0.00001011692,0.0000057059,0.0006293849],"study_design_scores_gemma":[0.000004443127,0.0002509424,0.05817568,0.00001037627,0.00003922016,0.0003173026,0.0001376527,0.0008919137,0.9390045,0.00002246448,0.001132848,0.00001272497],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980052,0.0006018436,0.0006526465,0.000007825244,0.000006300641,0.000006196018,0.00008958839,0.0000159962,0.0006143249],"genre_scores_gemma":[0.9979107,0.0002080879,0.0007052675,0.00001219433,0.000002542828,0.000009885581,0.000107031,0.000009838527,0.001034448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001122529,"threshold_uncertainty_score":0.003755271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006260975609362816,"score_gpt":0.2227004918776987,"score_spread":0.2164395162683359,"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."}}