{"id":"W2012145606","doi":"10.1186/s12862-014-0252-6","title":"Rapid evolutionary responses of life history traits to different experimentally-induced pollutions in Caenorhabditis elegans","year":2014,"lang":"en","type":"article","venue":"BMC Evolutionary Biology","topic":"Genetics, Aging, and Longevity in Model Organisms","field":"Biochemistry, Genetics and Molecular Biology","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Biology; Adaptation (eye); Experimental evolution; Evolutionary biology; Life history theory; Ecology; Population; Trait; Genetic variation; Selection (genetic algorithm); Caenorhabditis; Caenorhabditis elegans; Genetics; Gene; Life history","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":[0.0002255332,0.0002945268,0.0003767009,0.0002713323,0.000100494,0.000003510107,0.0003719508,0.0003387998,0.0001650627],"category_scores_gemma":[0.0003645973,0.0003090662,0.0001600677,0.0001184049,0.00026608,0.000007502486,0.0002034358,0.0001423848,0.00002429379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002519057,"about_ca_system_score_gemma":0.0004424772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002338888,"about_ca_topic_score_gemma":0.0004088427,"domain_scores_codex":[0.9976593,0.0005417867,0.0005435621,0.0006335742,0.000152471,0.0004693189],"domain_scores_gemma":[0.998982,0.00007849425,0.0001447341,0.0004658169,0.0001094332,0.0002195053],"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":[0.0003944225,0.0004049527,0.04211872,0.00002552355,0.00005322978,8.975703e-7,0.0003588989,0.0002798713,0.9475607,0.00183344,0.006659043,0.0003102469],"study_design_scores_gemma":[0.001574341,0.002095101,0.9156951,0.00002850543,0.00002953901,0.000030789,0.0002580134,0.00045315,0.03554249,0.0005037172,0.04314812,0.0006411636],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856535,0.005436271,0.006953936,0.0003625386,0.000579884,0.0003667433,0.0001055064,0.00002981492,0.0005117659],"genre_scores_gemma":[0.9946573,0.0001235072,0.003442194,0.0006052496,0.0003612411,0.00009619554,0.0002550772,0.00003422104,0.0004249958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9120182,"threshold_uncertainty_score":0.9999362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02661810754562427,"score_gpt":0.2474569310365619,"score_spread":0.2208388234909376,"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."}}