{"id":"W2623599203","doi":"","title":"Demonstration and validation of an environmentally compliant vinyl coating system for cold locations","year":2014,"lang":"en","type":"article","venue":"US Army Corps of Engineers: Engineer Research and Development Center (Knowledge Core)","topic":"Structural Analysis of Composite Materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coating; Environmental science; Materials science; Nanotechnology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001002904,0.0003493803,0.000272334,0.0002135253,0.000311101,0.0003211079,0.000806285,0.0006596907,0.0009083919],"category_scores_gemma":[0.0009821811,0.0001610512,0.000314812,0.0001313854,0.0003098728,0.0003606085,0.0004336054,0.000438398,0.0003332298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005540356,"about_ca_system_score_gemma":0.0005038612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002759725,"about_ca_topic_score_gemma":0.004081118,"domain_scores_codex":[0.9991033,0.0001232763,0.000052029,0.0001350873,0.0004935787,0.00009279543],"domain_scores_gemma":[0.9993555,0.00006324181,0.0001215274,0.0001013091,0.0003060451,0.00005237648],"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":[0.00009018045,0.0001256834,0.000889753,0.00009135204,0.000008314553,0.0001214923,0.0001002007,0.001541528,0.9869453,0.0001347323,0.0002310681,0.009720398],"study_design_scores_gemma":[0.00004550212,0.002085132,0.004066359,0.00001038649,0.00001501736,0.000139518,0.00006332036,0.006088003,0.9839967,0.00001779088,0.003456901,0.00001538838],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.972298,0.0001072827,0.02397211,0.00009043128,0.00007097451,0.0003922294,0.0001863929,0.0003360609,0.002546558],"genre_scores_gemma":[0.9564615,0.000123217,0.03825895,0.00004515875,0.000008203301,0.0001226374,0.0002444479,0.0000713218,0.004664404],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002759725,"threshold_uncertainty_score":0.005487382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03770629860940716,"score_gpt":0.2736081016906367,"score_spread":0.2359018030812295,"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."}}