{"id":"W4316662024","doi":"10.18280/rcma.320603","title":"Phisycal and Thermomechanical Characteristics of Epoxy Biocomposites Laminates Reinforced by Mat of Date Palm Tree Fibers","year":2022,"lang":"fr","type":"article","venue":"Revue des composites et des matériaux avancés","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Direction Générale de la Recherche Scientifique et du Développement Technologique","keywords":"Epoxy; Composite material; Materials science; Palm; Tree (set theory); Mathematics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001173814,0.000850312,0.001711537,0.0003950417,0.0005883507,0.0002330096,0.001326727,0.0002975378,0.0007961087],"category_scores_gemma":[0.0001975622,0.0008364973,0.0003849464,0.0007623046,0.001698805,0.0007121744,0.001718039,0.0007415746,0.0000494297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002480868,"about_ca_system_score_gemma":0.000106777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003468036,"about_ca_topic_score_gemma":0.00001298757,"domain_scores_codex":[0.9943863,0.0008860781,0.001939839,0.0009556094,0.0007719432,0.001060256],"domain_scores_gemma":[0.9953256,0.001494545,0.0014293,0.000998566,0.0003781324,0.0003738414],"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":[0.0006700878,0.0002253084,0.001003943,0.003319107,0.0002525988,0.00008803667,0.001403073,0.001984012,0.9611046,0.02096641,0.0003274538,0.008655343],"study_design_scores_gemma":[0.00221619,0.002817906,0.002658437,0.00194985,0.0005837489,0.001442377,0.0002353405,0.04027741,0.9360864,0.003641075,0.006564485,0.001526826],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9706064,0.01685422,0.00580778,0.0007033556,0.001126372,0.001133037,0.002587505,0.0001596158,0.001021711],"genre_scores_gemma":[0.9364218,0.002848473,0.05390496,0.0001850075,0.0001378751,0.00009262953,0.0006843373,0.0001740254,0.005550929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04809718,"threshold_uncertainty_score":0.9994086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02805834847083679,"score_gpt":0.2599067317848112,"score_spread":0.2318483833139744,"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."}}