{"id":"W2916101632","doi":"10.1016/j.aquatox.2019.02.016","title":"Variation in transcriptional responses to copper exposure across Daphnia pulex lineages","year":2019,"lang":"en","type":"article","venue":"Aquatic Toxicology","topic":"Environmental Toxicology and Ecotoxicology","field":"Environmental Science","cited_by":35,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph; McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Daphnia pulex; Biology; Pulex; Gene; Daphnia; Genetics; Metallothionein; Lineage (genetic); Copper toxicity; Evolutionary biology; Zoology; Copper","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008648307,0.0001698444,0.0001967983,0.0005545983,0.0002568191,0.0003736912,0.0002364368,0.0002557254,0.001098293],"category_scores_gemma":[0.0002542296,0.0002222054,0.0001696071,0.0003422353,0.0002572624,0.0002228341,0.0005673049,0.0003709778,0.0002178194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005237899,"about_ca_system_score_gemma":0.0001344108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002224165,"about_ca_topic_score_gemma":0.005700426,"domain_scores_codex":[0.9998349,0.00001533858,0.00001302424,0.0000858502,0.00002069104,0.00003018961],"domain_scores_gemma":[0.9997039,0.00008435371,0.00007699567,0.00002830198,0.00006554041,0.00004088075],"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":[0.0002199765,0.00001688409,0.03766443,0.00003381479,0.00003003365,0.00006008165,0.0004229788,0.0001091312,0.9578049,0.0001091312,0.00005178863,0.003476853],"study_design_scores_gemma":[0.000006063261,0.00008273144,0.9729201,0.000007596443,0.00002731169,0.0001284085,0.000335466,0.0002682058,0.02496823,0.00004615276,0.001202501,0.00000742045],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983552,0.00009569439,0.0002450003,0.00001806347,0.000002507957,0.000004504784,0.000482138,0.000009381749,0.0007874343],"genre_scores_gemma":[0.9966968,0.00007736665,0.0003101071,0.00005838616,0.000002123538,0.00001635621,0.0006826614,0.0000103768,0.002145695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002224165,"threshold_uncertainty_score":0.004422426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01327409734986926,"score_gpt":0.2643795088910484,"score_spread":0.2511054115411791,"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."}}