{"id":"W4391916518","doi":"10.5281/zenodo.15316689","title":"DYNAMIC BEHAVIOR OF UNIDIRECTIONAL AND CROSS-PLY FLAX/EPOXY LAMINATES MADE OF A HYBRID UD-MAT REINFORCEMENT","year":2023,"lang":"en","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Epoxy; Reinforcement; Composite material; Materials science; Structural engineering; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001932543,0.0003035155,0.0001626911,0.0004701614,0.0002385058,0.0001440605,0.0001650665,0.0003360909,0.001994612],"category_scores_gemma":[0.0003581289,0.0001928217,0.0001798442,0.0002413566,0.0003193978,0.000274646,0.0001519171,0.0002743979,0.0001866138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002165639,"about_ca_system_score_gemma":0.0001134395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001490956,"about_ca_topic_score_gemma":0.002726223,"domain_scores_codex":[0.9998271,0.00001592956,0.00001088566,0.0000380414,0.00005993657,0.00004815883],"domain_scores_gemma":[0.9996834,0.00007942269,0.0000676735,0.00002093225,0.0001010543,0.00004755912],"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":[0.0003033919,0.00002769031,0.001747352,0.0000356467,0.000007822122,0.0001247325,0.0001483296,0.001347143,0.9931408,0.00007315211,0.00005010249,0.002993868],"study_design_scores_gemma":[0.000012176,0.0008245796,0.05364282,0.00001824414,0.00002366096,0.0001713881,0.000184188,0.009859617,0.9342638,0.00003412713,0.0009455212,0.00001997024],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988344,0.0001268876,0.0004133208,0.000007973169,0.000003826959,0.000003353641,0.0000848633,0.00001425234,0.0005111364],"genre_scores_gemma":[0.9986153,0.00005529475,0.000257306,0.000004882758,0.000001255516,0.000005125052,0.00009564951,0.000005785504,0.0009594071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001994612,"threshold_uncertainty_score":0.006672621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008599805524310878,"score_gpt":0.24333546808339,"score_spread":0.2347356625590792,"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."}}