{"id":"W3211893360","doi":"10.1002/adem.202100963","title":"Integrating Design of Flexible Surface and Gradient Porosity Interlayer for Improving Impact Resistance and Thermal Isolation","year":2021,"lang":"en","type":"article","venue":"Advanced Engineering Materials","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"College of Family Physicians of Canada; University of Toronto","funders":"National Natural Science Foundation of China","keywords":"Materials science; Porosity; Composite material; Temperature gradient; Surface energy; Thermal stability; Deformation (meteorology); Chemical 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":[0.00008306125,0.0003811242,0.0001748193,0.0002995952,0.0001117864,0.0002247489,0.0002787989,0.0003000383,0.0005449989],"category_scores_gemma":[0.0001729963,0.0001484245,0.000196137,0.0001897122,0.0001421174,0.0003193975,0.0002239397,0.0003552078,0.0002017153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002200394,"about_ca_system_score_gemma":0.0001939162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003944587,"about_ca_topic_score_gemma":0.001091064,"domain_scores_codex":[0.999921,0.000004410477,0.000005249268,0.00001942588,0.00002494741,0.00002506823],"domain_scores_gemma":[0.9999205,0.000007465678,0.00002492238,0.000007913231,0.00002331727,0.00001583773],"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":[0.00001980587,0.00001451818,0.0001276306,0.00006757873,0.000004719553,0.00003701286,0.00001219784,0.0002274626,0.9974679,0.0002329789,0.00005536136,0.001732721],"study_design_scores_gemma":[0.00001326843,0.0001397928,0.001521216,0.000006870493,0.00001590929,0.0001023013,0.00002558642,0.004100767,0.9919913,0.00006525683,0.002006514,0.00001110871],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9762606,0.0008830328,0.01866654,0.00008444834,0.00006793242,0.00005260416,0.0001907848,0.0002032909,0.003590768],"genre_scores_gemma":[0.984673,0.0004147288,0.01338926,0.00004589025,0.0000115236,0.00005742264,0.0001684568,0.00002280985,0.001216943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005449989,"threshold_uncertainty_score":0.001823187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01707251117354195,"score_gpt":0.2775338517757451,"score_spread":0.2604613406022031,"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."}}