{"id":"W4291843632","doi":"","title":"A morphological indicator for the description of the short-fiber position effect on the behaviour of a periodic RVE","year":2016,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Vibration and Dynamic Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Safran Electronics (Canada)","funders":"","keywords":"Position (finance); Fiber; Materials science; Computer science; Composite material; Business","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002775237,0.0001998611,0.0002634558,0.00008532477,0.0002354676,0.00008363818,0.0008562212,0.0002035919,0.0001560038],"category_scores_gemma":[0.0005102416,0.0001001385,0.0003893515,0.0001901162,0.0002761905,0.00004264911,0.0002875959,0.0003442285,0.000008255919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008491256,"about_ca_system_score_gemma":0.00005439112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006981724,"about_ca_topic_score_gemma":0.0001069287,"domain_scores_codex":[0.9970522,0.001833988,0.0003985713,0.0002550626,0.0003060604,0.0001541109],"domain_scores_gemma":[0.9964147,0.001538726,0.0002593309,0.001344366,0.0004028607,0.00004006845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006352047,0.003519058,0.09086397,0.002769458,0.005462881,0.000008623027,0.0494674,0.04956713,0.2897791,0.2573931,0.02154783,0.2289863],"study_design_scores_gemma":[0.001481401,0.00001236476,0.1562821,0.004271677,0.001616062,0.00002345882,0.0004378466,0.5103395,0.3170958,0.005351351,0.002075606,0.001012848],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6722458,0.00037155,0.316016,0.005708821,0.0002002781,0.001211148,0.0002208682,0.0001018421,0.003923648],"genre_scores_gemma":[0.9980341,0.00007683682,0.0007696102,0.00004338373,0.00001422659,0.000226171,0.00009317724,0.00002403038,0.0007184694],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4607724,"threshold_uncertainty_score":0.4083531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01402818302139792,"score_gpt":0.2177770594906534,"score_spread":0.2037488764692555,"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."}}