{"id":"W2769510574","doi":"10.1177/0021998317742477","title":"Effect of insulation core type on thermal conductivity of sandwich structure","year":2017,"lang":"en","type":"article","venue":"Journal of Composite Materials","topic":"Composite Material Mechanics","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Materials science; Composite material; Thermal conductivity; Core (optical fiber); Thermal insulation; Sandwich-structured composite; Polystyrene; Polyurethane; Layer (electronics); Thermal; Sandwich panel; Finite element method; Conductivity; Structural engineering; Polymer","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":[0.0004056262,0.0001598197,0.0006054729,0.0001023674,0.00005105169,0.00006427837,0.000308967,0.00009840756,0.0001010678],"category_scores_gemma":[0.00006476494,0.0001238728,0.0000665066,0.00003597263,0.00003446016,0.0001774038,0.00005434165,0.00009713546,0.000002231728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003359088,"about_ca_system_score_gemma":0.00001334068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008678804,"about_ca_topic_score_gemma":4.39555e-7,"domain_scores_codex":[0.9989675,0.0001067586,0.0005187651,0.0000671312,0.0002287337,0.0001111401],"domain_scores_gemma":[0.9986777,0.00008606659,0.0007155334,0.0003222275,0.0001570734,0.00004142531],"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":[0.001441995,0.00001765551,0.0004798736,0.00025311,0.00008995896,0.000006563549,0.00007583018,0.002757601,0.9938278,0.0001110527,0.00001094593,0.0009276108],"study_design_scores_gemma":[0.0007899771,0.001212769,0.02108948,0.0002308657,0.0000695376,0.00002292656,0.00000116339,0.0002147101,0.9761196,0.0001281856,0.00002683314,0.00009399545],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965301,0.00005833993,0.00003611714,0.000009380912,0.003045865,0.0001403044,0.00005633045,0.00001401401,0.0001095793],"genre_scores_gemma":[0.9994631,0.00001218134,0.0002335881,0.000002810932,0.0002563973,3.676396e-7,0.000004154833,0.00002542866,0.000001957959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0206096,"threshold_uncertainty_score":0.5051386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01419032005335675,"score_gpt":0.2707712136538924,"score_spread":0.2565808936005357,"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."}}