{"id":"W2186660336","doi":"10.5281/zenodo.15413375","title":"INVESTIGATION OF AN ACCELERATED MOISTURE REMOVAL APPROACH OF A COMPOSITE AIRCRAFT CONTROL SURFACE","year":2007,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Structural Analysis of Composite Materials","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rudder; Moisture; Structural integrity; Composite number; Environmental science; Downtime; Water content; Engineering; Structural engineering; Materials science; Marine engineering; Composite material; Geotechnical engineering; Reliability engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006077566,0.0001285194,0.0002467828,0.0001649153,0.0002475687,0.0001337221,0.0005287122,0.00006926389,0.0005618832],"category_scores_gemma":[0.00005824699,0.0001296353,0.00004565074,0.0005086577,0.0001141591,0.0002197911,0.0001308161,0.0001240025,0.00007346346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005929602,"about_ca_system_score_gemma":0.000001438067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002453368,"about_ca_topic_score_gemma":2.86061e-7,"domain_scores_codex":[0.9987474,0.0001691002,0.0003953317,0.0001879509,0.0002936373,0.0002065806],"domain_scores_gemma":[0.9989799,0.00001972373,0.0001184754,0.0002972025,0.0004693264,0.0001153603],"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":[0.0000961705,0.00001937429,0.00002416133,0.0001159971,0.00008862431,0.000003862866,0.0004867701,0.01897507,0.9755929,0.0003072361,0.0009044822,0.003385431],"study_design_scores_gemma":[0.002256812,0.0003692194,0.02789962,0.00007796083,0.0001369839,0.0002420611,0.0004012557,0.06380399,0.8812496,0.00026066,0.02274305,0.0005587736],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825631,0.00005321205,0.008983751,0.00002844969,0.00004339833,0.0002348791,0.00008930761,0.0004394032,0.007564465],"genre_scores_gemma":[0.994925,0.000006193613,0.003719635,0.00001567161,0.00004793043,6.441191e-9,0.0008451565,0.0004179433,0.0000225268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09434322,"threshold_uncertainty_score":0.6152227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0256308011778627,"score_gpt":0.2241155338084725,"score_spread":0.1984847326306098,"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."}}