{"id":"W4385619554","doi":"10.5267/j.esm.2023.7.001","title":"Elastic properties evaluation of banana-hemp fiber-based hybrid composite with nano-titanium oxide filler: Analytical and Simulation Study","year":2023,"lang":"en","type":"article","venue":"Engineering Solid Mechanics","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Materials science; Composite material; Composite number; Epoxy; Fiber; Filler (materials); Deformation (meteorology); Elastic modulus; Nano-","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006322893,0.0002008209,0.0002889824,0.0002164271,0.00007366172,0.0000592347,0.0001451271,0.00004476228,0.00003235351],"category_scores_gemma":[0.000170463,0.0001650157,0.00003602037,0.0003810275,0.00001611185,0.0001663568,0.00007232105,0.0001025487,0.00003035473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008652157,"about_ca_system_score_gemma":0.00005948401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001356029,"about_ca_topic_score_gemma":0.000002453537,"domain_scores_codex":[0.9983767,0.00005751142,0.0003206208,0.0002823453,0.0006960623,0.0002667845],"domain_scores_gemma":[0.999155,0.0001598755,0.00009389413,0.0002645318,0.0002504028,0.00007633038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003538785,0.00001683902,0.00000893925,0.0000469921,0.00001913866,0.000003032807,0.00005812484,0.6288094,0.37089,0.00005154053,0.000003551814,0.00005712802],"study_design_scores_gemma":[0.0004875232,0.0002066154,0.0001474064,0.00008686161,0.0001105164,0.000003181468,0.00003335493,0.6926551,0.3060985,0.0000167069,0.00000930418,0.0001449541],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867682,0.00007310434,0.01216044,0.00001948708,0.0001246805,0.0006005621,0.00001030553,0.0002317886,0.00001137172],"genre_scores_gemma":[0.997981,0.000001399591,0.001872369,0.000005825003,0.00002414577,0.0000329039,0.00001541933,0.00003341924,0.00003348499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06479149,"threshold_uncertainty_score":0.6729143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02303802017682917,"score_gpt":0.2595117468289233,"score_spread":0.2364737266520941,"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."}}