{"id":"W2109636763","doi":"10.1126/science.1197761","title":"The Ecoresponsive Genome of <i>Daphnia pulex</i>","year":2011,"lang":"en","type":"article","venue":"Science","topic":"Evolution and Genetic Dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1235,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"National Institute of Environmental Health Sciences; National Institute of General Medical Sciences; National Institutes of Health","keywords":"Daphnia pulex; Daphnia; Genome; Biology; Gene; Adaptation (eye); Genetics; Multitude; Evolutionary biology; Computational biology; Zoology; Crustacean","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":[0.0001091093,0.0005356628,0.0003311861,0.0004400675,0.0003527906,0.0006500395,0.0003229654,0.0002729367,0.002219603],"category_scores_gemma":[0.0003110811,0.0002376652,0.0004638231,0.0007446872,0.0001579867,0.0003213796,0.0003993804,0.0005940382,0.00188221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004490679,"about_ca_system_score_gemma":0.0006487002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00435007,"about_ca_topic_score_gemma":0.005822057,"domain_scores_codex":[0.9999186,0.000006153492,0.000006607352,0.00003713449,0.00002000603,0.00001150999],"domain_scores_gemma":[0.9998204,0.00002081003,0.00004769627,0.00003120644,0.00004443683,0.00003548551],"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":[0.0003315063,0.00002097678,0.002914291,0.0007481143,0.0000498931,0.0003430909,0.0002163565,0.0005070513,0.9657221,0.0006516923,0.004841285,0.02365368],"study_design_scores_gemma":[0.00009499401,0.000368067,0.1845247,0.0002976445,0.0005659019,0.002674849,0.0004119357,0.002120408,0.4018238,0.001705821,0.4052989,0.0001129369],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5405717,0.008188663,0.05333831,0.001342012,0.0007925942,0.0003530729,0.3715403,0.005248569,0.01862465],"genre_scores_gemma":[0.3263379,0.004775389,0.05429108,0.0007107618,0.0001346531,0.0002294915,0.5997666,0.001076512,0.0126776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00435007,"threshold_uncertainty_score":0.008649468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009788699666347494,"score_gpt":0.2258233312507726,"score_spread":0.2160346315844252,"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."}}