{"id":"W2937926691","doi":"10.1242/jeb.204214","title":"Muscles brake and bend joints to shape wings","year":2019,"lang":"en","type":"article","venue":"Journal of Experimental Biology","topic":"Mechanics and Biomechanics Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bird flight; Aeronautics; Flapping; Wing; Brake; Anatomy; Engineering; Mechanical engineering; Medicine; Aerospace 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007948849,0.0007520424,0.0004124317,0.0004935175,0.0007925934,0.001247076,0.0006371703,0.001255264,0.006707506],"category_scores_gemma":[0.001119031,0.0006334816,0.0006689391,0.0002381779,0.00215,0.001707686,0.001096118,0.001782498,0.005054101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000651119,"about_ca_system_score_gemma":0.0005141502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002083782,"about_ca_topic_score_gemma":0.005015598,"domain_scores_codex":[0.9993489,0.00007177078,0.00002510503,0.0001601313,0.0003018293,0.00009208135],"domain_scores_gemma":[0.999539,0.00006962895,0.0001004809,0.00005484187,0.0001502397,0.00008587572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0004459713,0.0001183598,0.00914364,0.0008622714,0.0001207053,0.0003474033,0.001240565,0.001358392,0.7497085,0.007930079,0.01861006,0.2101141],"study_design_scores_gemma":[0.0001873752,0.003511393,0.1525599,0.001127304,0.0001820752,0.003819801,0.003645917,0.004823664,0.2287462,0.009483533,0.5916594,0.0002534618],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6163864,0.02781359,0.1740789,0.02451219,0.01084723,0.0006035633,0.001394179,0.004387915,0.139976],"genre_scores_gemma":[0.7443053,0.008436528,0.0980605,0.01613627,0.0007804436,0.0003406254,0.000763755,0.0007375313,0.1304391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006707506,"threshold_uncertainty_score":0.02243888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01373036966857835,"score_gpt":0.2468623512851003,"score_spread":0.2331319816165219,"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."}}