{"id":"W6989121593","doi":"","title":"Air barrier materials and systems: what is the difference? Is there a difference?","year":2004,"lang":"en","type":"article","venue":"NPARC","topic":"Aerogels and thermal insulation","field":"Chemistry","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Thermal barrier coating; Leakage (economics); Durability; Analogy; Air gap (plumbing)","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007008366,0.000165373,0.0001841091,0.0000110109,0.000158557,0.0002463558,0.0001683473,0.0001280506,0.002540266],"category_scores_gemma":[0.000008402383,0.0001003718,0.00003898043,0.00003908315,0.00008516497,0.0001227059,0.0000662399,0.00009852002,0.00004649065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003295327,"about_ca_system_score_gemma":0.00002368617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001141627,"about_ca_topic_score_gemma":0.000005288453,"domain_scores_codex":[0.9991686,0.00002218574,0.0001943704,0.0002249603,0.0001863593,0.0002035059],"domain_scores_gemma":[0.9994471,0.00003707461,0.00008811216,0.0003221491,0.00003659152,0.00006897128],"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":[0.00002575612,0.00003004198,0.001741953,0.0001336959,0.00005335861,0.000005433358,0.003114917,0.000001774005,0.9863587,0.00395034,0.00005013125,0.004533926],"study_design_scores_gemma":[0.0008699846,0.00003128417,0.02290205,0.0005716941,0.00005755257,0.00003522366,0.002428636,0.0001476074,0.9339857,0.03721078,0.001402292,0.0003572302],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935381,0.0007767807,0.00003816784,0.0009596571,0.000132903,0.00009920114,0.00006361077,0.00004656832,0.004344948],"genre_scores_gemma":[0.9965355,0.0003696629,0.00001963089,0.0004250011,0.0001593636,0.00003767705,0.000008018589,0.00002028607,0.002424904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05237301,"threshold_uncertainty_score":0.9983715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01627541839421203,"score_gpt":0.2292110882771344,"score_spread":0.2129356698829224,"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."}}