{"id":"W4410738355","doi":"10.1109/iraset64571.2025.11008148","title":"Structural damage detection of wind turbine based on YOLO11","year":2025,"lang":"en","type":"article","venue":"","topic":"Advanced Measurement and Detection Methods","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Abitibi-Témiscamingue","funders":"","keywords":"Turbine; Wind power; Computer science; Engineering; Aerospace engineering; Electrical engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008937967,0.00007324891,0.00008838737,0.0001293009,0.00002541428,0.000004552611,0.00003791293,0.00004053923,0.00008506203],"category_scores_gemma":[0.00003862823,0.00006468379,0.00003399449,0.0002126013,0.00001153364,0.00004504916,0.000004187474,0.00008432682,0.000002648568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003419272,"about_ca_system_score_gemma":0.000005036106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003274346,"about_ca_topic_score_gemma":0.000008911858,"domain_scores_codex":[0.9996296,0.0000172828,0.0001149717,0.00007580516,0.00008266701,0.0000797195],"domain_scores_gemma":[0.9997758,0.00003875944,0.00001257782,0.0001272012,0.00002844351,0.00001725825],"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":[0.00004680188,0.000004910084,0.0003326666,0.0000561226,0.00001418472,3.255645e-7,0.000008647641,0.41265,0.5481704,0.000165346,0.00005394561,0.03849658],"study_design_scores_gemma":[0.0003229427,0.00003885669,0.007300814,0.00001294525,0.000007198475,1.135127e-7,0.00001128896,0.2695585,0.7216582,0.0003006287,0.0007296989,0.00005878831],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4544179,0.00003649913,0.509923,0.00001787343,0.0007540084,0.0001079313,0.000001378119,0.0002756889,0.03446568],"genre_scores_gemma":[0.9898029,0.000001209199,0.009678476,0.00003785236,0.0000232252,0.000002058454,9.342123e-7,0.000006971436,0.0004463964],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.535385,"threshold_uncertainty_score":0.2637728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01546470758219984,"score_gpt":0.2638172127813666,"score_spread":0.2483525051991668,"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."}}