{"id":"W2164152568","doi":"10.1016/j.cbpa.2007.03.009","title":"Onshore energetics in penguins: Theory, estimation and ecological implications","year":2007,"lang":"en","type":"article","venue":"Comparative Biochemistry and Physiology Part A Molecular & Integrative Physiology","topic":"Avian ecology and behavior","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Natural Environment Research Council","keywords":"Energetics; Cursorial; Pedestrian; Energy expenditure; Ecology; Energy cost; Estimation; Geography; Environmental science; Statistics; Biology; Mathematics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009045614,0.0005063617,0.0004517996,0.0009282058,0.0004120268,0.001387952,0.0006021601,0.0004818516,0.001498988],"category_scores_gemma":[0.004839695,0.0003372925,0.0003159507,0.0008317172,0.001574585,0.001220347,0.0008164786,0.0003825602,0.0001163861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007690002,"about_ca_system_score_gemma":0.0003474829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01285252,"about_ca_topic_score_gemma":0.01562539,"domain_scores_codex":[0.9997231,0.000130215,0.00001536072,0.00006810968,0.00003461665,0.00002853242],"domain_scores_gemma":[0.9976956,0.001612946,0.0002813452,0.0001449621,0.0001691082,0.00009588413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005310262,0.0001435078,0.7899892,0.0002509735,0.000508624,0.000465449,0.00102177,0.09809058,0.008434071,0.02347134,0.0005862159,0.07650726],"study_design_scores_gemma":[0.00001359906,0.0001332363,0.8450818,0.0000314665,0.00006716241,0.0003071925,0.0009174359,0.1196667,0.001270626,0.03200504,0.0004593264,0.00004644889],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9816551,0.001136696,0.01451093,0.0003486843,0.00001701561,0.000005796503,0.0001017574,0.00002491415,0.002199031],"genre_scores_gemma":[0.9984067,0.0001598786,0.001185267,0.00001182784,0.000006960512,0.000002975553,0.00003919949,0.000003896057,0.0001834142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01285252,"threshold_uncertainty_score":0.02555543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.018427613285739,"score_gpt":0.2999431950881,"score_spread":0.281515581802361,"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."}}