{"id":"W4361208042","doi":"10.1016/j.tsep.2023.101808","title":"A review of the state-of-the-art on thermal insulation performance of polymeric foams","year":2023,"lang":"en","type":"review","venue":"Thermal Science and Engineering Progress","topic":"Aerogels and thermal insulation","field":"Chemistry","cited_by":87,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Materials science; Thermal insulation; Composite material; Thermal conductivity; Vacuum insulated panel; Cork; Building insulation; Thermal","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":[0.0004856458,0.0002109947,0.0005380774,0.00005353321,0.00007734547,0.00001110698,0.0006071459,0.00006848328,0.00001798885],"category_scores_gemma":[0.00005222396,0.0001146035,0.0001626426,0.0009303547,0.0003721169,0.0001051606,0.0001941581,0.0001987457,0.000002611923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003751667,"about_ca_system_score_gemma":0.0001440901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006751677,"about_ca_topic_score_gemma":1.033175e-7,"domain_scores_codex":[0.9985623,0.00002092248,0.0004949527,0.0001996808,0.0005006638,0.0002214577],"domain_scores_gemma":[0.9988793,0.00004554548,0.0005270125,0.0004206646,0.00009038853,0.00003712654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000005368603,0.00002568165,0.0000857276,0.08550047,0.00003444886,1.984147e-7,0.00009032711,0.000419682,0.001996431,0.00005409948,0.000001181988,0.9117864],"study_design_scores_gemma":[0.0006025222,0.0003168072,0.0230334,0.8256345,0.001046659,0.00003797692,0.00001743948,0.01632352,0.04127725,0.00001411559,0.09014644,0.001549363],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1753498,0.8239583,6.476217e-7,0.000009202462,0.0001195672,0.0002781876,0.00001642542,0.00002420654,0.0002436562],"genre_scores_gemma":[0.1651601,0.834629,0.00001237415,0.000007282303,0.00003508767,0.00003811775,0.000003400682,0.0000304703,0.00008420871],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.910237,"threshold_uncertainty_score":0.4673394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02848955733712569,"score_gpt":0.2805573911636112,"score_spread":0.2520678338264855,"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."}}