{"id":"W4391282847","doi":"10.1093/evolut/qpae013","title":"Digest: The detrimental effects of abrupt environmental stress on diversity and fitness","year":2024,"lang":"en","type":"article","venue":"Evolution","topic":"Genetically Modified Organisms Research","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Biology; Diversity (politics); Environmental stress; Evolutionary biology; Ecology; Anthropology","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":[],"consensus_categories":[],"category_scores_codex":[0.00007230777,0.00004980133,0.00004274886,0.000007067531,0.0002686673,0.00001672317,0.00009854881,0.00003534605,0.00006024273],"category_scores_gemma":[0.00001342748,0.00001646322,0.00002387798,0.00008103865,0.0001037352,0.00003346681,0.000294598,0.00007236716,0.00002237216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004417607,"about_ca_system_score_gemma":0.000001950772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001553477,"about_ca_topic_score_gemma":0.00002553474,"domain_scores_codex":[0.9994608,0.00004891769,0.00004638282,0.0001365433,0.0002031159,0.0001042413],"domain_scores_gemma":[0.9997223,0.0002033503,0.000008989887,0.00002863252,0.000003304214,0.00003340727],"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":[0.00002323361,0.000106982,0.06002776,0.00002907013,0.00001516634,0.000006422113,0.0002787545,0.000009072578,0.9143873,0.001121693,0.0000943993,0.02390013],"study_design_scores_gemma":[0.00004633651,0.0002292965,0.9288234,0.00001841996,0.000006626004,0.000001533579,0.0001100543,0.0001226315,0.07027062,0.0002442198,0.0000883708,0.00003855827],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987125,0.0006674752,0.00001079236,0.0002602553,0.00007502758,0.0001403741,0.00002341054,0.00001463935,0.00009553679],"genre_scores_gemma":[0.9997935,0.0000421947,0.000003008768,0.000009134085,0.00004780819,0.00000260861,0.000007362775,3.921673e-7,0.00009398469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8687956,"threshold_uncertainty_score":0.2066399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009925046617146493,"score_gpt":0.2004629533495488,"score_spread":0.1905379067324023,"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."}}