{"id":"W2909446250","doi":"10.3390/ma12020244","title":"Effect of Moisture on Shape Memory Polyurethane Polymers for Extrusion-Based Additive Manufacturing","year":2019,"lang":"en","type":"article","venue":"Materials","topic":"Polymer composites and self-healing","field":"Materials Science","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation; University of Alberta","keywords":"Materials science; Moisture; Polymer; Extrusion; Polyurethane; Plasticizer; Composite material; Plastics extrusion; Chemical engineering","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":[0.0002309522,0.0003935452,0.0002010657,0.0002506647,0.0001459751,0.0002854472,0.0001888561,0.0002943512,0.001559432],"category_scores_gemma":[0.0005573768,0.000173897,0.0002529711,0.0002514014,0.0001501433,0.0004249362,0.0001906695,0.0003864251,0.0003403287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000109344,"about_ca_system_score_gemma":0.00006982141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001262497,"about_ca_topic_score_gemma":0.0003102001,"domain_scores_codex":[0.9997622,0.00003816837,0.00002753444,0.00005227816,0.00008096188,0.00003880791],"domain_scores_gemma":[0.9994455,0.0002435932,0.0001816479,0.00003790718,0.00005546129,0.00003574531],"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":[0.0001237337,0.000039592,0.0002298946,0.00007864114,0.000007886032,0.00006161867,0.00002738156,0.0001980914,0.9951569,0.00002440598,0.00001663028,0.004035175],"study_design_scores_gemma":[0.000001356379,0.0002232719,0.0008151811,0.000002878604,0.000007417284,0.00002644728,0.000007231333,0.0002470645,0.9983882,0.000003823075,0.0002748891,0.000002303386],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949243,0.001899259,0.00182075,0.00002170764,0.00003394521,0.00002162214,0.000080455,0.00005983323,0.001138142],"genre_scores_gemma":[0.9967458,0.0006481697,0.001923956,0.0000250542,0.00001029775,0.00001239218,0.0000550838,0.00002786955,0.0005512445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001559432,"threshold_uncertainty_score":0.005216837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006216287243959285,"score_gpt":0.2400478266257685,"score_spread":0.2338315393818092,"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."}}