{"id":"W2734329271","doi":"10.1002/etc.3908","title":"Transcriptional and cellular effects of benzotriazole UV stabilizers UV-234 and UV-328 in the freshwater invertebrates <i>Chlamydomonas reinhardtii</i> and <i>Daphnia magna</i>","year":2017,"lang":"en","type":"article","venue":"Environmental Toxicology and Chemistry","topic":"bioluminescence and chemiluminescence research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"Natural Sciences and Engineering Research Council of Canada; Environment and Climate Change Canada","keywords":"Daphnia magna; Chlamydomonas reinhardtii; Invertebrate; Benzotriazole; Marine invertebrates; Daphnia; Biology; Botany; Chlamydomonas; Chemistry; Environmental chemistry; Zoology; Ecology; Biochemistry; Toxicity; Gene; Crustacean","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000198242,0.0002006228,0.0002070427,0.00001366456,0.0002078995,0.00003752572,0.0002007758,0.0003030128,0.00003376461],"category_scores_gemma":[0.00003229738,0.0001628915,0.00003661583,0.00001693556,0.001463618,0.00002594576,0.0001990184,0.0002048997,7.011238e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009408038,"about_ca_system_score_gemma":0.00001707904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001686101,"about_ca_topic_score_gemma":0.00003336322,"domain_scores_codex":[0.9989423,0.00004899109,0.0001836223,0.0004313766,0.0001242604,0.0002694157],"domain_scores_gemma":[0.9994913,0.00003982901,0.00007662425,0.0002878702,0.000005545754,0.0000988445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00009478312,0.00008725376,0.09410018,0.0001981212,0.00002278347,0.00001521522,0.0001149679,9.736355e-8,0.9045544,0.000005812286,0.0001530114,0.0006534113],"study_design_scores_gemma":[0.001299392,0.0001522621,0.04132031,0.00003014848,0.00002722606,0.00005865331,0.0003165629,0.00001668408,0.9553883,0.0001014827,0.001108399,0.0001805826],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937125,0.005415085,0.000004157162,0.000413046,0.00002477871,0.0001903569,0.00004467032,0.000002514598,0.0001929091],"genre_scores_gemma":[0.9955319,0.003756016,0.00005117151,0.0002050451,0.00006933705,0.00003826853,0.00007572973,0.00001199642,0.0002605051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05277987,"threshold_uncertainty_score":0.6642523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005924325520881297,"score_gpt":0.2129999043943281,"score_spread":0.2070755788734469,"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."}}