{"id":"W2624899313","doi":"10.4224/20374625","title":"Field energy performance of an insulating concrete form (ICF) wall","year":2012,"lang":"en","type":"article","venue":"NPARC","topic":"Masonry and Concrete Structural Analysis","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Field (mathematics); Energy (signal processing); Materials science; Forensic engineering; Structural engineering; Engineering; Physics; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001538717,0.0002112101,0.0002452568,0.0003820917,0.0004999826,0.0003825766,0.0003540796,0.0004930783,0.008972758],"category_scores_gemma":[0.0003843615,0.0001105086,0.0001817218,0.000284355,0.0003114705,0.0003128791,0.0002489867,0.0002502679,0.001214388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002323348,"about_ca_system_score_gemma":0.0001896461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003439748,"about_ca_topic_score_gemma":0.002997348,"domain_scores_codex":[0.9999043,0.00001097122,0.000002922634,0.00002136746,0.00002895221,0.00003148025],"domain_scores_gemma":[0.9996644,0.0001059408,0.00001605048,0.00003177809,0.0001227714,0.00005908564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.01270624,0.001044641,0.02613832,0.0001956776,0.00004852297,0.0009354346,0.0005422884,0.1097218,0.7875066,0.002559538,0.003239377,0.05536156],"study_design_scores_gemma":[0.0001866104,0.005866199,0.1472906,0.00005315206,0.0001050846,0.0003605832,0.002150883,0.1537422,0.6833386,0.0008929718,0.005916199,0.00009690113],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942326,0.00002231588,0.0009539112,0.00001234738,0.00000865329,0.000004950907,0.0001429621,0.00004087858,0.004581303],"genre_scores_gemma":[0.9961575,0.00001078827,0.0001616337,0.000004501258,0.000001246943,0.000002231511,0.0001252088,0.0000107795,0.003526225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008972758,"threshold_uncertainty_score":0.0300169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007762744880020831,"score_gpt":0.1932214702900917,"score_spread":0.1854587254100708,"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."}}