{"id":"W4245870124","doi":"10.1520/stp45375s","title":"Critical Evaluation of Existing Specifications for Polyisocyanurate (ISO) Foam Insulation Boards in Roofing Applications","year":2007,"lang":"en","type":"book-chapter","venue":"","topic":"Structural Analysis of Composite Materials","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Biological Sciences","funders":"","keywords":"Structural engineering; Engineering; Materials science; Composite material","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":[0.003788172,0.0006395262,0.0003209552,0.001463783,0.000534807,0.00114684,0.002384345,0.0008091832,0.00378467],"category_scores_gemma":[0.004867787,0.0002394635,0.0002211278,0.001002045,0.0004595616,0.001334419,0.000411451,0.0008528852,0.001977527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001525521,"about_ca_system_score_gemma":0.00158768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001887018,"about_ca_topic_score_gemma":0.005113276,"domain_scores_codex":[0.9940188,0.0007827731,0.0002908226,0.0002235395,0.00453417,0.0001499694],"domain_scores_gemma":[0.9947616,0.001455506,0.0002211629,0.0004218109,0.003081046,0.00005884567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003445144,0.0007148038,0.006141647,0.001573901,0.00001744859,0.001009365,0.001294307,0.01940909,0.3520579,0.01730843,0.02597892,0.5741497],"study_design_scores_gemma":[0.00004312064,0.0016868,0.01997337,0.0006074163,0.00006593838,0.001603289,0.001695995,0.01902215,0.6805629,0.003986637,0.2706602,0.00009220563],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4704637,0.02227147,0.2292992,0.002325678,0.001352154,0.001675689,0.002402617,0.002652512,0.267557],"genre_scores_gemma":[0.7176529,0.01033402,0.1726786,0.0006360766,0.0001865888,0.0007922897,0.005346541,0.0007531103,0.09161986],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003788172,"threshold_uncertainty_score":0.02003402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2003402699242339,"score_gpt":0.3688669045826418,"score_spread":0.1685266346584078,"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."}}