{"id":"W4392353846","doi":"10.18280/rcma.340111","title":"Enhancing Mechanical and Physical Properties of Epoxy Composites with Eco-Friendly Metakaolin Filler: An Experimental Study","year":2024,"lang":"fr","type":"article","venue":"Revue des composites et des matériaux avancés","topic":"Polymer Nanocomposites and Properties","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Epoxy; Composite material; Filler (materials); Metakaolin; Materials science; Environmentally friendly; Compressive strength","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":[0.0001746176,0.0003803132,0.0001833414,0.0002626161,0.0001698546,0.0001553284,0.0001607341,0.0003117435,0.0009298787],"category_scores_gemma":[0.000132532,0.0001491978,0.0002228288,0.0001791171,0.0001567734,0.0002398295,0.0001254852,0.0003607135,0.0002228224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001364263,"about_ca_system_score_gemma":0.00009987773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002855748,"about_ca_topic_score_gemma":0.0009351684,"domain_scores_codex":[0.9998822,0.000009492634,0.000008465023,0.00002619451,0.0000542929,0.00001938341],"domain_scores_gemma":[0.9998513,0.00002321589,0.00005001867,0.00001170066,0.00004480344,0.00001888285],"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":[0.00001566709,0.00002857384,0.00007797247,0.00004931498,0.000001202897,0.00003224913,0.00001381227,0.00006746455,0.9992368,0.00001707097,0.000008190814,0.0004517187],"study_design_scores_gemma":[0.000003012633,0.0004484795,0.002113378,0.000005601346,0.000009503418,0.00009846409,0.00002644657,0.0003084002,0.9958545,0.00001026298,0.001116095,0.000005974738],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951337,0.0007735808,0.002416763,0.00002531638,0.00001465847,0.00005092397,0.0001419031,0.0000311254,0.001411945],"genre_scores_gemma":[0.9913544,0.0008887722,0.005228189,0.0000266966,0.00001023657,0.00007040522,0.0001369127,0.00001969242,0.0022647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009298787,"threshold_uncertainty_score":0.003110826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05473859479330524,"score_gpt":0.2936090697314083,"score_spread":0.238870474938103,"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."}}