{"id":"W4410452253","doi":"10.18280/rcma.350219","title":"Mechanical Characterization of Date Palm Nut Powder Reinforced Composite Material from Bechar Algeria Region","year":2025,"lang":"fr","type":"article","venue":"Revue des composites et des matériaux avancés","topic":"Date Palm Research Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nut; Palm; Composite number; Characterization (materials science); Composite material; Materials science; Structural engineering; Engineering; Nanotechnology; Physics","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":[0.0004802079,0.0005487051,0.00100639,0.0001109182,0.0005626258,0.0003804382,0.0008193864,0.0003630268,0.0008832599],"category_scores_gemma":[0.0001991799,0.0003175962,0.0002977307,0.0007496083,0.0007832112,0.0005892416,0.0008784733,0.0003374389,0.0001303425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001493205,"about_ca_system_score_gemma":0.00004890034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001228321,"about_ca_topic_score_gemma":0.0001632201,"domain_scores_codex":[0.9962462,0.00072649,0.001028024,0.0008069399,0.0003738664,0.0008184819],"domain_scores_gemma":[0.9978472,0.000608783,0.0004743386,0.0003620449,0.000482802,0.000224838],"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":[0.0005981035,0.0001946691,0.0020515,0.0007848797,0.0003152034,0.00005823089,0.0002865439,0.00009884017,0.9575522,0.02027479,0.0006846628,0.01710037],"study_design_scores_gemma":[0.001836624,0.001338698,0.1443092,0.007856646,0.000472236,0.0001002096,0.0002630461,0.0184288,0.7422125,0.01831885,0.06332141,0.001541844],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9774075,0.001494997,0.007287833,0.006045882,0.001802692,0.001067042,0.00286042,0.0001728004,0.00186089],"genre_scores_gemma":[0.9269298,0.01882097,0.01744748,0.0007865914,0.001606752,0.000145859,0.01002433,0.00003606528,0.02420215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2153398,"threshold_uncertainty_score":0.9999276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05717017243292961,"score_gpt":0.2854206920998208,"score_spread":0.2282505196668912,"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."}}