{"id":"W2595155335","doi":"10.1002/etc.3799","title":"How consistent are we? Interlaboratory comparison study in fathead minnows using the model estrogen 17α-ethinylestradiol to develop recommendations for environmental transcriptomics","year":2017,"lang":"en","type":"article","venue":"Environmental Toxicology and Chemistry","topic":"Pharmaceutical and Antibiotic Environmental Impacts","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Sport Centre Pacific; University of New Brunswick","funders":"Natural Environment Research Council; Sight Research UK","keywords":"Vitellogenin; Transcriptome; Computational biology; Biology; Fold change; Estrogen; Gene; Gene expression; 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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.04705567,0.000450875,0.0008688983,0.001588691,0.00107216,0.002992877,0.001252751,0.001155664,0.0006803789],"category_scores_gemma":[0.05187677,0.0005101298,0.0008834099,0.001735244,0.001436409,0.001736808,0.001230597,0.000743711,0.0003303231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001170264,"about_ca_system_score_gemma":0.001204898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003823272,"about_ca_topic_score_gemma":0.007467489,"domain_scores_codex":[0.9715245,0.01333152,0.002584036,0.006835117,0.005129862,0.0005949461],"domain_scores_gemma":[0.9524481,0.01864179,0.00844463,0.006282564,0.01354125,0.0006416684],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001075427,0.0002264566,0.6990269,0.0005983209,0.00156589,0.00026442,0.003380676,0.002235164,0.2205311,0.001129304,0.001510493,0.06845588],"study_design_scores_gemma":[0.00004459986,0.001397458,0.9048729,0.0002031516,0.0008404375,0.0004349669,0.003733506,0.007373294,0.06720097,0.002543042,0.01122093,0.0001348111],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9222417,0.003234055,0.06750292,0.001535168,0.0003120157,0.0003076617,0.001500376,0.0003115961,0.003054612],"genre_scores_gemma":[0.9360079,0.0006143317,0.05938061,0.001083747,0.0001293612,0.0002621706,0.001616714,0.0001627072,0.0007425435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9529443,"threshold_uncertainty_score":0.2488571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1042252734826333,"score_gpt":0.3423725011313423,"score_spread":0.238147227648709,"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."}}