{"id":"W3092664639","doi":"10.1242/jeb.234104","title":"Accelerometry predicts muscle ultrastructure and flight capabilities in a wild bird","year":2020,"lang":"en","type":"article","venue":"Journal of Experimental Biology","topic":"Avian ecology and behavior","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Polar Knowledge Canada","keywords":"Ultrastructure; Foraging; Biology; Insect flight; Wing; Anatomy; Zoology; Leg muscle; Predation; Ecology; Physical medicine and rehabilitation; Medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002483688,0.0002263854,0.0001283832,0.0003363207,0.000123279,0.0002750278,0.00009829651,0.0003246379,0.001296874],"category_scores_gemma":[0.0007712172,0.0002156359,0.0001585245,0.0001377628,0.0001725753,0.0002599576,0.0001427012,0.0001746605,0.0003819085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007419147,"about_ca_system_score_gemma":0.00005374336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002433176,"about_ca_topic_score_gemma":0.008239289,"domain_scores_codex":[0.9999402,0.00001411808,0.000005108087,0.00002395543,0.000007149374,0.000009440684],"domain_scores_gemma":[0.9995989,0.0001057294,0.0001633409,0.0000348612,0.00003114103,0.00006604815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000422119,0.00002262582,0.9938005,0.000005516725,0.0000402916,0.00002035496,0.00002168039,0.0001946726,0.004241691,0.00000694242,0.00003387461,0.001569685],"study_design_scores_gemma":[6.53348e-7,0.00003467434,0.9993877,0.000001060448,0.000005251094,0.00002865528,0.00001993732,0.0004538594,0.00004378781,0.000006604966,0.00001704025,7.425967e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995199,0.00003882186,0.0001997323,0.000009840465,0.000001670807,0.000001785904,0.00006541266,0.000004679678,0.0001580999],"genre_scores_gemma":[0.999186,0.00003612115,0.0004034606,0.000008867771,0.000002825485,0.000003567594,0.0001782723,0.000002343933,0.000178534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002433176,"threshold_uncertainty_score":0.004838049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01350746215505041,"score_gpt":0.2511660103258445,"score_spread":0.237658548170794,"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."}}