{"id":"W2084156315","doi":"10.1007/s10682-010-9445-7","title":"Hypoxia drives plastic divergence in cichlid body shape","year":2010,"lang":"en","type":"article","venue":"Evolutionary Ecology","topic":"Physiological and biochemical adaptations","field":"Environmental Science","cited_by":42,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Cichlid; Biology; Phenotypic plasticity; Animal ecology; Trait; Genetic variation; Hypoxia (environmental); Ecology; Gill; Brood; Zoology; Maternal effect; Evolutionary biology; Oxygen; Fish <Actinopterygii>; Offspring; Genetics; Gene; Fishery; Chemistry","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0000480586,0.0000859124,0.00009645972,0.00002243975,0.0001002383,0.000002771091,0.0002154153,0.0001081973,0.0149094],"category_scores_gemma":[0.0002032383,0.00007063106,0.00003287209,0.0001766507,0.0003568897,0.00009528008,0.0002389874,0.0002226881,0.001964452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005137604,"about_ca_system_score_gemma":0.00001140608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004761101,"about_ca_topic_score_gemma":0.0003800716,"domain_scores_codex":[0.9992073,0.00003074771,0.0001444523,0.0002713125,0.00009277365,0.0002534736],"domain_scores_gemma":[0.9995689,0.0002125646,0.00003267705,0.0001010321,0.000004985032,0.00007981852],"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":[0.00001207506,0.0001984906,0.3990805,8.815244e-7,0.000001978862,0.000007325907,0.00001544568,0.000262494,0.5967936,0.0008989612,0.002519508,0.0002087866],"study_design_scores_gemma":[0.0001084319,0.00006996986,0.9787311,9.201408e-7,0.000002211576,0.000006709683,0.000008113437,0.006146336,0.0003910407,0.01213514,0.002300546,0.00009946963],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995859,0.000009005796,0.00001807396,0.0004249871,0.0003584102,0.00007913133,0.000009584444,0.00003038071,0.003211373],"genre_scores_gemma":[0.9984482,0.000008041316,0.0009210104,0.0001902925,0.00005500977,0.0000313163,0.00001814382,0.000003052268,0.0003249287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5964025,"threshold_uncertainty_score":0.9988126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007638113444635684,"score_gpt":0.2088434878647459,"score_spread":0.2012053744201102,"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."}}