{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006377854,0.001101817,0.001597697,0.002360206,0.0002590503,0.001046421,0.0007447586,0.0008384191,0.002984113],"category_scores_gemma":[0.000862353,0.0004161353,0.0006160667,0.002848383,0.0002970117,0.001557854,0.000610473,0.001242815,0.001266785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003591947,"about_ca_system_score_gemma":0.0008559092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007717877,"about_ca_topic_score_gemma":0.001545221,"domain_scores_codex":[0.9997538,0.00002767869,0.00003811901,0.00005189424,0.00009906849,0.00002946581],"domain_scores_gemma":[0.9995147,0.0002597258,0.00007349555,0.00001422353,0.0001072091,0.00003060237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001142101,0.0001293793,0.0001816041,0.06061356,0.0001180103,0.0001354123,0.00007347026,0.0005971094,0.009142912,0.00347045,0.02741909,0.8980047],"study_design_scores_gemma":[0.00001230237,0.0002342947,0.001027859,0.008755292,0.0002556964,0.0006931666,0.00006954045,0.0002692365,0.003865249,0.001522107,0.9832512,0.00004418026],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000228729,0.9988391,0.0001317625,0.00007591638,0.0001439575,0.0000035877,0.00003522852,0.000007069038,0.0005346845],"genre_scores_gemma":[0.0007482916,0.9985104,0.000192037,0.0000685736,0.0001204826,0.000004460712,0.00003775379,0.000001454306,0.0003166089],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002984113,"threshold_uncertainty_score":0.009982824,"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."}}