{"id":"W2316485422","doi":"10.1016/j.cbpa.2016.03.022","title":"Remote bioenergetics measurements in wild fish: Opportunities and challenges","year":2016,"lang":"en","type":"review","venue":"Comparative Biochemistry and Physiology Part A Molecular & Integrative Physiology","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":165,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Dalhousie University; University of Windsor; Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada; Dalhousie University; Ontario Ministry of Natural Resources and Forestry; University of Tasmania; University of Windsor; Great Lakes Fishery Commission","keywords":"Bioenergetics; Toolbox; Energetics; Component (thermodynamics); Ecology; Fish <Actinopterygii>; Biology; Computer science; Biochemical engineering; Fishery; Engineering","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":[0.002423147,0.001075247,0.002505103,0.001587795,0.0002716605,0.001807978,0.001480049,0.00154593,0.002311107],"category_scores_gemma":[0.002346291,0.0003559157,0.0006693817,0.002554731,0.001282828,0.002815029,0.001759449,0.002002499,0.001132442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006208592,"about_ca_system_score_gemma":0.00190636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002099155,"about_ca_topic_score_gemma":0.0037942,"domain_scores_codex":[0.999442,0.00008571831,0.00005738852,0.0001923981,0.0001887857,0.00003356777],"domain_scores_gemma":[0.9980401,0.001104009,0.0001756747,0.00007352715,0.0005248321,0.00008187151],"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":[0.0001491079,0.00004422168,0.002268306,0.0100238,0.0001567056,0.0001244789,0.000110492,0.0003281659,0.004195014,0.002472233,0.006464464,0.9736631],"study_design_scores_gemma":[0.00004529299,0.000358688,0.02173586,0.01082893,0.0007499472,0.002334512,0.001274813,0.0007273397,0.005097476,0.01661232,0.9400523,0.0001825882],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005822842,0.9971409,0.000666359,0.0006735185,0.0001819167,0.000003691735,0.00005460744,0.000008531481,0.0006882302],"genre_scores_gemma":[0.003766679,0.9937639,0.00104229,0.0004736561,0.0003601747,0.00001090978,0.00008732261,0.000005490542,0.00048959],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002505103,"threshold_uncertainty_score":0.012815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1505707789632393,"score_gpt":0.3224969476934683,"score_spread":0.171926168730229,"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."}}