{"id":"W2025407784","doi":"10.1016/j.cbpa.2007.01.021","title":"The heart as a working model to explore themes and strategies for anoxic survival in ectothermic vertebrates","year":2007,"lang":"en","type":"review","venue":"Comparative Biochemistry and Physiology Part A Molecular & Integrative Physiology","topic":"Physiological and biochemical adaptations","field":"Environmental Science","cited_by":72,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Ectotherm; Glycolysis; Biology; Anoxic waters; Cardiac muscle; Internal medicine; Ecology; Biochemistry; Endocrinology; Metabolism; Medicine","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"],"consensus_categories":[],"category_scores_codex":[0.0001748163,0.0007117892,0.001524373,0.00004148175,0.0003140406,0.00004737178,0.0004380433,0.0003952735,0.00003562341],"category_scores_gemma":[0.00009251854,0.0004157861,0.0002799211,0.0003280902,0.001489091,0.00006416422,0.0004079127,0.0005435245,0.00002877923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008286007,"about_ca_system_score_gemma":0.00009049648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002192287,"about_ca_topic_score_gemma":0.00003190493,"domain_scores_codex":[0.9973075,0.0003286447,0.0005321314,0.001108766,0.000107521,0.0006154203],"domain_scores_gemma":[0.9982288,0.001014397,0.0002163796,0.0003333656,0.00003788449,0.0001691454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002918627,0.0001536562,0.000003144748,0.0003187055,0.0001671898,0.000001991612,0.000829379,0.0001811282,0.9835952,0.00197605,0.0006947466,0.01178695],"study_design_scores_gemma":[0.00203387,0.002838466,0.0004646184,0.005207881,0.0006490703,0.00006058477,0.01382389,0.007583954,0.1611092,0.264269,0.5365756,0.005383869],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3957072,0.6005743,0.0004200528,0.0001337477,0.0001351576,0.001692098,0.00008635804,0.00004645903,0.001204657],"genre_scores_gemma":[0.7450582,0.2516554,0.0005342747,0.0005482431,0.0001401788,0.001509417,0.0002979476,0.00004369956,0.0002126761],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.822486,"threshold_uncertainty_score":0.9998294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1458247851970843,"score_gpt":0.3732028083638736,"score_spread":0.2273780231667893,"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."}}