{"id":"W4376638643","doi":"10.1016/j.mechrescom.2023.104128","title":"On the tensile response of formed fiber networks with low areal density","year":2023,"lang":"en","type":"article","venue":"Mechanics Research Communications","topic":"Material Properties and Processing","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Curl (programming language); Materials science; Stiffness; Ultimate tensile strength; Composite material; Anisotropy; Fiber; Planar; Mechanics; Optics; Computer science; Physics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001967305,0.0001550756,0.00009953697,0.0002285143,0.000171564,0.0002077474,0.0002843308,0.000261616,0.002273188],"category_scores_gemma":[0.000697678,0.00008703963,0.0001030439,0.0001240796,0.000349902,0.0003318277,0.0001973487,0.0002551604,0.0002837286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000377812,"about_ca_system_score_gemma":0.00009864384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007474052,"about_ca_topic_score_gemma":0.001141338,"domain_scores_codex":[0.9998821,0.00002066788,0.000002307612,0.00002107347,0.00005016103,0.00002369342],"domain_scores_gemma":[0.9995321,0.0002527371,0.00006730999,0.00003232484,0.00008411029,0.00003135655],"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":[0.0004542519,0.0001496333,0.001853442,0.0001116681,0.00002232882,0.0002866052,0.0001907988,0.08883776,0.8903883,0.004727405,0.0006440933,0.01233371],"study_design_scores_gemma":[0.0000121436,0.0003037426,0.00758332,0.00001567632,0.00001230518,0.00008041895,0.0001565047,0.7255832,0.2642874,0.001028236,0.0009159288,0.00002116658],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988144,0.0002076653,0.006007489,0.000176558,0.00002227229,0.00001148121,0.00006682405,0.00003705401,0.005326679],"genre_scores_gemma":[0.9977669,0.00008363249,0.0005640132,0.00001755533,0.000008320628,0.0000049398,0.000030857,0.000007776555,0.001516097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002273188,"threshold_uncertainty_score":0.007604599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08830905443051967,"score_gpt":0.3173500122906806,"score_spread":0.2290409578601609,"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."}}