{"id":"W2767588658","doi":"10.3389/fgene.2017.00172","title":"Genetic Diversity in Insect Metal Tolerance","year":2017,"lang":"en","type":"review","venue":"Frontiers in Genetics","topic":"Environmental Toxicology and Ecotoxicology","field":"Environmental Science","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Biology; Epigenetics; Evolutionary biology; Gene; Genetic diversity; Insect; Genetics; Ecology; Population","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003014127,0.0004267722,0.001315014,0.0001910999,0.0002783801,0.00002137271,0.001243357,0.0007340532,0.0006363427],"category_scores_gemma":[0.00003119268,0.0004398462,0.0002290685,0.0002189844,0.0006560649,0.00008308837,0.001900608,0.0006726223,0.000336694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008001121,"about_ca_system_score_gemma":0.00002993335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006632182,"about_ca_topic_score_gemma":0.0007941832,"domain_scores_codex":[0.9976157,0.0002854496,0.0005405537,0.000747454,0.0002121772,0.0005986595],"domain_scores_gemma":[0.9988212,0.00003667771,0.0003123565,0.0007187034,0.000001018596,0.0001100477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007787889,0.0001569375,0.2600327,0.0003747345,0.00003389937,0.0001986284,0.000111521,0.0005734665,0.000001224533,6.76172e-7,0.00316674,0.7353416],"study_design_scores_gemma":[0.0003493625,0.0000853312,0.03967251,0.0003507446,0.0001326544,0.00003306093,0.00001102194,0.0001269571,0.00000322551,0.0002826219,0.9584305,0.0005220202],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005673716,0.9873971,0.0000816071,0.000006489016,0.001512434,0.0007875781,0.00002374873,0.00001249286,0.00450484],"genre_scores_gemma":[0.0006655313,0.9918367,0.00591215,0.00006827183,0.00005962206,0.00007925781,0.00001280051,0.00003608683,0.001329567],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9552637,"threshold_uncertainty_score":0.9998053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07107329828337382,"score_gpt":0.2912960513095242,"score_spread":0.2202227530261504,"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."}}