{"id":"W7009197991","doi":"","title":"Development of an automated artificial ageing test apparatus for sealants and comparison with outdoor exposure testing","year":2008,"lang":"en","type":"article","venue":"NPARC","topic":"Structural Analysis of Composite Materials","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sealant; Ageing; Test (biology); Test method; Materials testing; Artificial light","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":[0.001123121,0.0006828386,0.0004987617,0.0006142026,0.0002050055,0.0003011496,0.001072165,0.0005066985,0.001594737],"category_scores_gemma":[0.003102532,0.0003334342,0.0003066384,0.0004118283,0.0002817863,0.000483613,0.0002944865,0.0003802674,0.0003215941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000282104,"about_ca_system_score_gemma":0.0003924696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009468591,"about_ca_topic_score_gemma":0.001388725,"domain_scores_codex":[0.9991097,0.0001400084,0.00009354194,0.0001366462,0.0004839935,0.00003615244],"domain_scores_gemma":[0.9972851,0.001000844,0.0004301183,0.0004572991,0.0007456466,0.00008099723],"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":[0.0005211628,0.0005418657,0.02662436,0.0003106756,0.00005789748,0.0001367415,0.0002296345,0.02292863,0.8737767,0.0005945566,0.0006660855,0.07361169],"study_design_scores_gemma":[0.00008295431,0.004306541,0.05482985,0.00004268555,0.000101962,0.0004927785,0.00007311009,0.1593359,0.7728125,0.0002212117,0.007590265,0.0001103049],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.672661,0.0002758475,0.3217742,0.00003674103,0.00007436509,0.0005152006,0.0007861394,0.002745697,0.001130797],"genre_scores_gemma":[0.8394557,0.0002589972,0.1569274,0.00003845749,0.00002781356,0.0007274682,0.0008786074,0.0001644662,0.001521041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001594737,"threshold_uncertainty_score":0.005939662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03428360450988097,"score_gpt":0.2595914883634817,"score_spread":0.2253078838536007,"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."}}