{"id":"W3048620930","doi":"10.1242/jeb.223545","title":"Measuring power input, power output and energy conversion efficiency in un-instrumented flying birds","year":2020,"lang":"en","type":"article","venue":"Journal of Experimental Biology","topic":"Bat Biology and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Leibniz-Institut für Zoo- und Wildtierforschung; Vetenskapsrådet","keywords":"Power (physics); Energy (signal processing); Environmental science; Energy transformation; Control theory (sociology); Physics; Computer science; Thermodynamics; Control (management)","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":[0.0002778887,0.0003232041,0.0002382297,0.0005801066,0.0002572979,0.0003130927,0.0002790297,0.0003022057,0.0006447819],"category_scores_gemma":[0.0005039222,0.0002500804,0.0001937848,0.0002985399,0.0004590411,0.0003011367,0.0001985636,0.0002718623,0.0002098453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002257577,"about_ca_system_score_gemma":0.0001356485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002506606,"about_ca_topic_score_gemma":0.004801939,"domain_scores_codex":[0.9998028,0.00002822666,0.0000107915,0.00008635061,0.00004870363,0.00002307008],"domain_scores_gemma":[0.999678,0.00008728429,0.000117507,0.00002725118,0.00004964254,0.00004020931],"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":[0.0004362139,0.0001028338,0.1278992,0.0001821312,0.00008418783,0.00008356749,0.0003801668,0.00159837,0.8491614,0.0000957148,0.00006449268,0.01991173],"study_design_scores_gemma":[0.00001017881,0.0006839577,0.9168602,0.00001611247,0.00006039529,0.0001888532,0.0001663233,0.004074821,0.07747123,0.00006784283,0.0003744685,0.00002559501],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949784,0.0001700229,0.004325868,0.000006015905,0.000003684926,0.00001224378,0.0001466625,0.00002195374,0.0003351571],"genre_scores_gemma":[0.9864864,0.0002448752,0.01214085,0.00003107119,0.000006277785,0.00005763344,0.0003387851,0.0000237592,0.0006703671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002506606,"threshold_uncertainty_score":0.004984021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03212154799641239,"score_gpt":0.2311388654861708,"score_spread":0.1990173174897584,"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."}}