{"id":"W2120864004","doi":"10.1093/conphys/cot006","title":"Overcoming the challenges of studying conservation physiology in large whales: a review of available methods","year":2013,"lang":"en","type":"review","venue":"Conservation Physiology","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":229,"is_retracted":false,"has_abstract":true,"ca_institutions":"Abbotsford Veterinary Clinic","funders":"National Center for Research Resources","keywords":"Biology; Blubber; Zoology; Physiology; Ecology; Fishery","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002086631,0.0004370716,0.002691336,0.00007942665,0.00009244757,0.000004475885,0.0007075469,0.0002517604,0.002399614],"category_scores_gemma":[0.0008999323,0.0003020435,0.0003488395,0.0006620741,0.0004098499,0.0001783741,0.001082621,0.000385267,0.0002187719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001560338,"about_ca_system_score_gemma":0.00009459525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002041318,"about_ca_topic_score_gemma":0.0006677879,"domain_scores_codex":[0.9948438,0.00231629,0.001590593,0.0006424634,0.0002116394,0.0003952005],"domain_scores_gemma":[0.995308,0.001941014,0.001836464,0.00078902,0.00009064015,0.00003481881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002851205,0.000540455,0.001736506,0.2331418,0.0004936992,0.000001487181,0.0004785508,0.000003598582,0.00137929,0.005692466,0.02898641,0.7275172],"study_design_scores_gemma":[0.0002167904,0.00009273303,0.01324413,0.01852145,0.0002408774,0.000003331889,0.00008272061,0.00006385097,0.000008872493,0.0004933026,0.9667525,0.0002794912],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006825554,0.9948089,0.0000137807,0.0004003949,0.0001184528,0.001833545,0.00001649899,0.00001627493,0.002109581],"genre_scores_gemma":[0.00008296381,0.9965264,0.001094954,0.001519593,0.00003356891,0.0005608303,0.00004559106,0.00003209111,0.0001039723],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.937766,"threshold_uncertainty_score":0.9999432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1816475114790206,"score_gpt":0.375220482603243,"score_spread":0.1935729711242224,"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."}}