{"id":"W2726476897","doi":"10.1093/icb/icx016","title":"The Physiology of Exercise in Free-Living Vertebrates: What Can We Learn from Current Model Systems?","year":2017,"lang":"en","type":"article","venue":"Integrative and Comparative Biology","topic":"Animal Behavior and Reproduction","field":"Agricultural and Biological Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Foraging; Context (archaeology); Ecology; Biology; Resource Acquisition Is Initialization; Resource (disambiguation); Reproductive success; Medicine; Population; Resource allocation; Computer science","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":[0.0001345157,0.0001462615,0.0003361097,0.00001006682,0.0003735741,0.00008682951,0.0003451055,0.00008815222,0.00001455733],"category_scores_gemma":[0.0000497964,0.00004466718,0.00005043297,0.00004530432,0.0006250601,0.000192974,0.0001460627,0.0001924128,0.000003299391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001688028,"about_ca_system_score_gemma":0.00001214285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002806221,"about_ca_topic_score_gemma":0.003666237,"domain_scores_codex":[0.9990428,0.0001943144,0.0002121165,0.0003242707,0.0000477785,0.0001787155],"domain_scores_gemma":[0.9992773,0.0002409656,0.0002038705,0.000133799,0.0001093908,0.00003466844],"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":[0.0003349331,0.000272374,0.03759636,0.00001700919,0.00005331378,9.765503e-7,0.008036477,0.00005630105,0.7845125,0.01161638,0.0006854365,0.156818],"study_design_scores_gemma":[0.0005696918,0.001216442,0.8534926,0.002007077,0.00006466567,0.000004259703,0.06983196,0.01345919,0.01946688,0.03414463,0.005043954,0.00069872],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9760369,0.02235499,0.00001583442,0.0007767432,0.0004750322,0.0001970182,0.00006082442,0.000008253973,0.00007439667],"genre_scores_gemma":[0.9911944,0.008459827,0.000008961175,0.000004330871,0.00007957378,0.00003960882,0.00001760507,5.225152e-7,0.0001952246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8158962,"threshold_uncertainty_score":0.4242185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09337133474439191,"score_gpt":0.3132315574550202,"score_spread":0.2198602227106283,"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."}}