{"id":"W2109949851","doi":"10.1093/conphys/cot001","title":"What is conservation physiology? Perspectives on an increasingly integrated and essential science","year":2013,"lang":"en","type":"article","venue":"Conservation Physiology","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":484,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Organism; Biology; Ecology; Conservation biology; Conservation science; Environmental resource management; Conservation psychology; Stressor; Natural (archaeology); Sustainability; Ecosystem; Environmental planning; Biodiversity; Geography; Neuroscience","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001820671,0.0001701303,0.0001710053,0.00006560191,0.0003662302,0.0001625329,0.0002232761,0.00009758921,0.01825813],"category_scores_gemma":[0.0001174091,0.0001496156,0.00002883219,0.0004419949,0.001859676,0.00163563,0.000135694,0.000123975,0.0008522251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002554464,"about_ca_system_score_gemma":0.0000377243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001744167,"about_ca_topic_score_gemma":0.0001090581,"domain_scores_codex":[0.9986134,0.0001221857,0.0001945883,0.0005907431,0.0001840807,0.0002949836],"domain_scores_gemma":[0.9992384,0.00008075072,0.0001301989,0.0002936054,0.0001373156,0.0001197513],"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":[0.00006025458,0.0001431486,0.00498868,0.000003657605,0.000006477518,2.38607e-7,0.001442779,0.00000361337,0.9811701,0.004577168,0.006843506,0.0007603898],"study_design_scores_gemma":[0.0003849416,0.0001926594,0.9639992,0.000009645293,0.000006684348,0.000004132911,0.01496269,0.002412502,0.01300525,0.001809444,0.003011692,0.0002011451],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934639,0.00004026868,0.00001474031,0.004904645,0.0002256986,0.0002658435,0.00001451407,0.00007102236,0.0009993318],"genre_scores_gemma":[0.9919035,0.0001922206,0.00007340572,0.00746128,0.00003564039,0.00005050839,0.0001250386,0.000009098984,0.0001493171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9681649,"threshold_uncertainty_score":0.9999257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01915991298744541,"score_gpt":0.2623611583052433,"score_spread":0.2432012453177979,"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."}}