{"id":"W2131788928","doi":"10.1093/conphys/cou024","title":"Conservation physiology across scales: insights from the marine realm","year":2014,"lang":"en","type":"article","venue":"Conservation Physiology","topic":"Physiological and biochemical adaptations","field":"Environmental Science","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Natural Environment Research Council; European Commission; Sight Research UK","keywords":"Biology; Realm; Ecology","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":[0.005713609,0.0005872683,0.0008492836,0.003891502,0.003919579,0.009266871,0.001136398,0.002126279,0.003432392],"category_scores_gemma":[0.01465653,0.0002659989,0.0007776676,0.004189851,0.01502053,0.0124127,0.006322706,0.00542258,0.0002109522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005668546,"about_ca_system_score_gemma":0.007055967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01301022,"about_ca_topic_score_gemma":0.02152727,"domain_scores_codex":[0.9973591,0.001480671,0.0001774129,0.0003974189,0.0003645643,0.0002208793],"domain_scores_gemma":[0.9831648,0.01442213,0.0006549011,0.0004291003,0.0008121271,0.0005169722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001047411,0.00005689616,0.009293709,0.006706749,0.0001166779,0.001288256,0.4495538,0.00132354,0.001439577,0.3805571,0.009611009,0.139948],"study_design_scores_gemma":[0.00001225711,0.00007260885,0.03632903,0.01291698,0.0001444164,0.0006468925,0.3693092,0.00083779,0.0003756253,0.2708689,0.3084193,0.00006681492],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2286795,0.3016397,0.04341841,0.2203697,0.004163909,0.0002381843,0.0007574359,0.0000985782,0.2006345],"genre_scores_gemma":[0.8709832,0.09877899,0.009365107,0.01559444,0.001201919,0.0001962181,0.0002056375,0.0001111368,0.003563182],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01301022,"threshold_uncertainty_score":0.0411284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01934694541380978,"score_gpt":0.2355703061863793,"score_spread":0.2162233607725695,"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."}}