{"id":"W4416453338","doi":"10.1111/1749-4877.70035","title":"High‐Altitude Adaptation of Frogs (Case Study: <i>Nanorana parkeri</i> ): From Physiological Phenotypes to AltitudeOmics","year":2025,"lang":"en","type":"article","venue":"Integrative Zoology","topic":"High Altitude and Hypoxia","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"National Natural Science Foundation of China","keywords":"Ectotherm; Metabolomics; Adaptation (eye); Phenotype; Amphibian; Phenotypic plasticity; Proteomics; Glycogen","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002131489,0.0002986795,0.0003173783,0.0005271678,0.0009831064,0.0004159243,0.0002726078,0.0005275763,0.001325839],"category_scores_gemma":[0.0002107032,0.0001322373,0.0003246596,0.0005045398,0.0005419876,0.0003374717,0.0004199721,0.000551071,0.0002112387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002473409,"about_ca_system_score_gemma":0.0001395961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002236022,"about_ca_topic_score_gemma":0.006255575,"domain_scores_codex":[0.9998767,0.00002062732,0.00000888274,0.00004737654,0.00001860384,0.00002769919],"domain_scores_gemma":[0.9998957,0.00001145526,0.000040492,0.000009700598,0.00001115027,0.00003136305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008762224,0.0004042523,0.5392271,0.0006212745,0.0002553762,0.0391629,0.004019318,0.0006123791,0.3494515,0.001245828,0.002061359,0.06206252],"study_design_scores_gemma":[0.00001897616,0.001009528,0.9098166,0.0001002808,0.0001208894,0.06757661,0.002654075,0.000595066,0.009563197,0.0005274381,0.007957385,0.00005998787],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960985,0.000515784,0.00123956,0.00019704,0.00002104978,0.000042564,0.000325085,0.00003446852,0.001525896],"genre_scores_gemma":[0.995413,0.0003600087,0.00292431,0.0001632071,0.00002171002,0.00003167087,0.000248532,0.00001401538,0.0008236754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002236022,"threshold_uncertainty_score":0.00444597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01540716933143013,"score_gpt":0.2824747277528039,"score_spread":0.2670675584213738,"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."}}