{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001014684,0.0002013898,0.0001258916,0.0001081386,0.0005724598,0.0003071369,0.0001727308,0.0003369077,0.002837289],"category_scores_gemma":[0.0001926918,0.0001032757,0.0001757134,0.0001382687,0.0004645129,0.0002438559,0.0004297018,0.0003214562,0.0001750123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002280726,"about_ca_system_score_gemma":0.0002264553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01074399,"about_ca_topic_score_gemma":0.04118543,"domain_scores_codex":[0.9999692,0.000006590418,9.330901e-7,0.00001027869,0.000003879313,0.000009006719],"domain_scores_gemma":[0.9999096,0.00002526234,0.00002165733,0.000003363917,0.00001285371,0.00002719891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005152355,0.001353065,0.5171084,0.0004541828,0.0001993118,0.001237504,0.008137222,0.001243304,0.3898131,0.0003049551,0.002005078,0.07299163],"study_design_scores_gemma":[0.00001187915,0.001189461,0.9904609,0.00001030558,0.00005400882,0.00005725992,0.00337498,0.0001130653,0.003942312,0.00008866992,0.000688671,0.000008436445],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992653,0.0000319313,0.00002082851,0.00004126893,0.00000341858,0.000003806151,0.000036598,0.000001942161,0.0005948467],"genre_scores_gemma":[0.9981906,0.0000951749,0.0001339395,0.00008525111,0.000004375419,0.00001022957,0.00007262737,0.000003558579,0.001404268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01074399,"threshold_uncertainty_score":0.0213629,"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."}}