{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001263555,0.0002116263,0.0001461113,0.0001095236,0.000173746,0.0004637802,0.0002208507,0.0002797062,0.0006154845],"category_scores_gemma":[0.0001434404,0.00005238853,0.0001178223,0.0001089802,0.0002898432,0.0004708399,0.0001843355,0.0003060817,0.0001111621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003619518,"about_ca_system_score_gemma":0.0002116741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008337339,"about_ca_topic_score_gemma":0.0003413339,"domain_scores_codex":[0.9999218,0.0000114696,0.000004407096,0.00003073088,0.00001501976,0.00001659909],"domain_scores_gemma":[0.9998889,0.0000280756,0.00003053137,0.000006233709,0.00002401289,0.00002227214],"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":[0.0001204167,0.00001125991,0.000956006,0.00009935577,0.000006151929,0.00008669031,0.00002171335,0.0002347743,0.9958336,0.0004111342,0.00007980483,0.002139074],"study_design_scores_gemma":[0.00001644062,0.0001419487,0.02367151,0.00002714155,0.00003715311,0.0006497318,0.0002831688,0.004150754,0.9586189,0.002114528,0.01027132,0.00001732602],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9770999,0.01132701,0.007888402,0.001244564,0.0000863102,0.0000190829,0.0004177627,0.0001145182,0.001802403],"genre_scores_gemma":[0.9955186,0.001921382,0.001291306,0.0001080002,0.0000162211,0.000005770964,0.0001943425,0.000007652579,0.0009367383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008337339,"threshold_uncertainty_score":0.002626121,"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."}}