{"id":"W2573261213","doi":"10.1038/srep40411","title":"Significance of oxygen transport through aquaporins","year":2017,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Ion Transport and Channel Regulation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":108,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Fundación Séneca","keywords":"Aquaporin; Water transport; Heterologous expression; Yeast; Membrane transport; Aquaporin 1; Transmembrane protein; Biochemistry; Transport protein; Transporter; Cell biology; Heterologous; Nicotiana tabacum; Chemistry; Biology; Protoplast; Water flow; Membrane; Gene; Water channel","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":[],"consensus_categories":[],"category_scores_codex":[0.0003773248,0.00009689215,0.0001241762,0.0000225994,0.0003131394,0.00003874012,0.0001979223,0.00008728623,0.00004256501],"category_scores_gemma":[0.00002465669,0.00009022992,0.0001169537,0.00004475811,0.000341066,0.00001419494,0.00001920542,0.00003423241,0.000003175431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004573952,"about_ca_system_score_gemma":0.000103098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005030144,"about_ca_topic_score_gemma":0.00006980132,"domain_scores_codex":[0.9988017,0.000007528613,0.0003175589,0.0004624011,0.0002438185,0.0001669726],"domain_scores_gemma":[0.9982913,0.000001154872,0.0003664271,0.001158052,0.0001368885,0.00004623769],"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":[0.00002539335,0.00005779296,0.03426451,0.00003257568,0.00002294227,0.00005283272,0.0001713288,0.0000876127,0.9621547,0.000122367,0.002321634,0.0006863247],"study_design_scores_gemma":[0.0001269972,0.00003950486,0.06509588,0.00001524151,0.00001592701,0.00002286728,0.00003754452,0.00000752108,0.8170596,0.002237323,0.1152055,0.0001360745],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888192,0.0001122778,0.001983259,0.00007568076,0.003879612,0.0001702723,0.000005975943,0.00000930743,0.00494439],"genre_scores_gemma":[0.9908907,0.00001370046,0.0003454363,0.000008893857,0.0001346191,0.000009958315,0.0001990136,0.00001104043,0.008386622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1450951,"threshold_uncertainty_score":0.3679469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01749710384614339,"score_gpt":0.2612629589209217,"score_spread":0.2437658550747783,"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."}}