{"id":"W6991544349","doi":"","title":"Hot and already bothered: exploring effects of warming waters on an imperiled freshwater fish, Pugnose Shiner «Notropis anogenus»","year":2020,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Ecology and biodiversity studies","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"McGill University; State University of New York","keywords":"Ectotherm; Global warming; Climate change; Aquatic animal; Notropis","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002582866,0.0006243759,0.0006983821,0.0001255984,0.0009480414,0.00003895291,0.0004850395,0.0004548062,0.0004206374],"category_scores_gemma":[0.0002145375,0.0005566404,0.0001835706,0.000208822,0.0001863606,0.0007775715,0.0003485845,0.0007288514,0.0002197742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002855166,"about_ca_system_score_gemma":0.000005292711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005310129,"about_ca_topic_score_gemma":0.004378194,"domain_scores_codex":[0.9971704,0.0002727639,0.0004353098,0.001058134,0.000478834,0.0005845643],"domain_scores_gemma":[0.9988065,0.0001969864,0.0002935241,0.0003922092,0.00003063107,0.0002801426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002880014,0.001094499,0.03574723,0.001803378,0.001310361,0.001050021,0.001755883,0.0001057426,0.8698132,0.0009709664,0.0002552776,0.08321343],"study_design_scores_gemma":[0.002221215,0.001904134,0.1319212,0.0004588383,0.0005598758,0.00001255827,0.001690678,0.00002332203,0.830649,0.0007604192,0.02806661,0.001732231],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937419,0.00004576277,2.38405e-8,0.00004009164,0.0007972661,0.0005409862,0.0004783947,0.0001038002,0.004251765],"genre_scores_gemma":[0.9972945,0.0003781286,0.0002898164,0.0005185166,0.0000369399,0.0000885619,0.0003544545,0.00007319054,0.0009658574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09617394,"threshold_uncertainty_score":0.9996885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01900701769703252,"score_gpt":0.2122609465692845,"score_spread":0.193253928872252,"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."}}