{"id":"W1833166998","doi":"10.1111/eva.12289","title":"Do stressful conditions make adaptation difficult? Guppies in the oil‐polluted environments of southern Trinidad","year":2015,"lang":"en","type":"article","venue":"Evolutionary Applications","topic":"Genetic diversity and population structure","field":"Biochemistry, Genetics and Molecular Biology","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; McGill University","funders":"Deutscher Akademischer Austauschdienst; Natural Environment Research Council; Sight Research UK","keywords":"Local adaptation; Adaptation (eye); Biology; Poecilia; Ecology; Habitat; Population; Gene flow; Pollution; Genetic variation; Fishery; Fish <Actinopterygii>; Gene; Genetics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023112,0.0002205307,0.0002500763,0.000361114,0.0006560908,0.0005654279,0.0002394603,0.0002847812,0.0008827228],"category_scores_gemma":[0.0005147515,0.0001758777,0.00009969788,0.0004589645,0.0007398267,0.000365456,0.0006584508,0.000269112,0.00008292655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001136618,"about_ca_system_score_gemma":0.0006395908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.119776,"about_ca_topic_score_gemma":0.3696461,"domain_scores_codex":[0.999858,0.00003175692,0.000005673744,0.0000495383,0.00001199498,0.00004284616],"domain_scores_gemma":[0.9997659,0.00002070572,0.0001008069,0.00001660988,0.00003734986,0.00005857466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002503449,0.00002448809,0.9485906,0.00007431412,0.00007950101,0.0006125387,0.006110252,0.0003548288,0.03268888,0.0001724949,0.0002897954,0.01075199],"study_design_scores_gemma":[0.000001145761,0.00001450293,0.9969073,0.000005628377,0.000004327745,0.00004681526,0.002636143,0.00005910265,0.00007188935,0.00003962719,0.0002103749,0.000003163638],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996091,0.00006014845,0.00002257592,0.0000460645,8.060282e-7,9.697201e-7,0.00003529999,0.000001378156,0.0002236844],"genre_scores_gemma":[0.9997002,0.00006304152,0.00004179676,0.0000175442,8.816761e-7,0.000002233266,0.00004667735,9.067688e-7,0.0001268082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.119776,"threshold_uncertainty_score":0.2381577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01917038048084639,"score_gpt":0.24126573555868,"score_spread":0.2220953550778336,"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."}}