{"id":"W2784229669","doi":"10.1186/s40659-018-0152-0","title":"Regulation of aquaporins in plants under stress","year":2018,"lang":"en","type":"review","venue":"Biological Research","topic":"Ion Transport and Channel Regulation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":440,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"University of Jaffna; University of Alberta","keywords":"Aquaporin; Cell biology; Water transport; Vacuole; Biology; Membrane; Gating; Aquaporin 1; Plant cell; Biochemistry; Water flow; Chemistry; Biophysics; Gene; Water channel; Cytoplasm","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":[0.0008763368,0.0001760198,0.0004977261,0.0001953863,0.00004060122,0.00000831011,0.0003053793,0.0008060728,0.00007872622],"category_scores_gemma":[0.0001039687,0.0001212235,0.0001764695,0.0002557684,0.0002696904,0.000001775513,0.0001031947,0.000241955,0.00002838074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000340104,"about_ca_system_score_gemma":0.0001617856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001878445,"about_ca_topic_score_gemma":0.00004880097,"domain_scores_codex":[0.9981348,0.0003631259,0.000443228,0.0004484577,0.0002758425,0.0003345275],"domain_scores_gemma":[0.9993007,0.00006986052,0.0001166144,0.0003201508,0.0001302943,0.00006242452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004573191,0.0007300717,0.001435293,0.007296555,0.0002199685,0.00001799144,0.00005640186,0.00001942534,0.008442092,0.002058245,0.002408413,0.9768582],"study_design_scores_gemma":[0.0002192133,0.0005744883,0.004702086,0.002233523,0.0000120925,0.000004537007,0.00003688784,0.000004500736,0.001865722,0.0005191954,0.9895825,0.0002452753],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01652057,0.9820025,0.00005924098,0.000008340853,0.00009774324,0.0004974724,0.00009096967,0.000005692221,0.0007174508],"genre_scores_gemma":[0.05205747,0.9450634,0.00002909954,0.000002596383,0.0003585019,0.00004584761,0.001871846,0.00001570224,0.000555528],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9871741,"threshold_uncertainty_score":0.6217172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2945054139078757,"score_gpt":0.4545783833425168,"score_spread":0.1600729694346411,"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."}}