{"id":"W2773777969","doi":"10.1063/1.5016800","title":"Fabrication and characterization of polymeric origami structure for compression properties","year":2017,"lang":"en","type":"article","venue":"AIP conference proceedings","topic":"Advanced Materials and Mechanics","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada Research Chairs; University of Toronto","funders":"Ministry of Education, Libya","keywords":"Materials science; Composite material; Stiffness; Thermoplastic polyurethane; Bending stiffness; Fabrication; Bending; Core (optical fiber); Deformation (meteorology); Compression molding; Thermoplastic; Polylactic acid; Polyurethane; Molding (decorative); Polymer; Elastomer","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":[0.00002326115,0.00007780875,0.000118916,0.00002049538,0.00009606577,0.00007305076,0.00009542046,0.00004654777,0.000005909769],"category_scores_gemma":[0.0000271123,0.00006522531,0.000008706019,0.00001331401,0.00002761769,0.0003406973,0.00002708216,0.00002778838,2.307687e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006965888,"about_ca_system_score_gemma":0.000007097962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002932484,"about_ca_topic_score_gemma":3.58124e-7,"domain_scores_codex":[0.9996637,6.621489e-7,0.0001076846,0.00009505645,0.00004627939,0.00008659517],"domain_scores_gemma":[0.9996592,0.00000207399,0.0001051345,0.00006627473,0.0001436627,0.00002360387],"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":[0.00001177753,0.000002349053,0.000286166,0.0002456492,0.000003601675,1.212957e-8,0.0002941352,7.189356e-7,0.9890613,0.001604337,0.000005068622,0.008484876],"study_design_scores_gemma":[0.0001878992,0.00004267729,0.00640999,0.00012748,0.00001147045,0.00000118185,0.00006122091,0.0427199,0.9484461,0.001249291,0.0006321419,0.0001106839],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9703241,0.00003497536,0.02904846,0.000040025,0.0001852777,0.0002139843,0.00002259511,0.00005243658,0.00007817254],"genre_scores_gemma":[0.9988273,0.0001293813,0.0008982054,0.000006958769,0.00005509558,0.00002410133,0.000008977839,0.00001279576,0.00003711722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04271918,"threshold_uncertainty_score":0.2659811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02214750380120692,"score_gpt":0.2305214626347247,"score_spread":0.2083739588335178,"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."}}