{"id":"W2328416813","doi":"10.1093/icb/ict089","title":"Coping with Uncertainty: Integrating Physiology, Behavior, and Evolutionary Ecology in a Changing World","year":2013,"lang":"en","type":"review","venue":"Integrative and Comparative Biology","topic":"Ecosystem dynamics and resilience","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Western University","funders":"National Science Foundation","keywords":"Phenome; Phenotypic plasticity; Evolutionary ecology; Ecology; Biology; Evolutionary physiology; Coping (psychology); Adaptation (eye); Phenotype; Psychology; Neuroscience","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":[0.0001864409,0.0005397461,0.001646776,0.0005211697,0.0001953967,0.00002832017,0.0002350311,0.000251904,0.0001766621],"category_scores_gemma":[0.00001809668,0.0003081497,0.00007927761,0.0008454078,0.001143402,0.0001196735,0.0003622393,0.0006294235,0.00004693843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002892005,"about_ca_system_score_gemma":0.00005719364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006064912,"about_ca_topic_score_gemma":0.009030762,"domain_scores_codex":[0.997559,0.0005797773,0.0004938015,0.0008197524,0.00006426664,0.0004833917],"domain_scores_gemma":[0.9988271,0.000519394,0.0003662663,0.000170592,0.00002698104,0.00008969011],"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":[0.000139676,0.0006606834,0.07057101,0.002702354,0.0006322297,0.0001061022,0.01058761,0.000140574,0.0005420482,0.08293141,0.00104258,0.8299437],"study_design_scores_gemma":[0.0009573259,0.001781354,0.008446502,0.009220082,0.0003439191,0.0003801822,0.006208558,0.004100013,0.000006237868,0.001916086,0.964552,0.002087714],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03556852,0.9569188,0.0001520821,0.00004721645,0.0001597242,0.00189567,0.00005790307,0.00002946776,0.00517056],"genre_scores_gemma":[0.06544763,0.9302006,0.001089894,0.0001206407,0.00006035337,0.001679725,0.000147327,0.00002557138,0.001228239],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9635094,"threshold_uncertainty_score":0.9999371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04078146945554844,"score_gpt":0.3232944013259866,"score_spread":0.2825129318704381,"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."}}