{"id":"W2033923398","doi":"10.4161/psb.2.5.4333","title":"A Model Based on Facilitated Passive Diffusion is Needed to Describe Root Water Entry through Aquaporins","year":2007,"lang":"en","type":"article","venue":"Plant Signaling & Behavior","topic":"Plant nutrient uptake and metabolism","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University","funders":"","keywords":"Aquaporin; Xylem; Biology; Water transport; Biophysics; Diffusion; Sativum; Conductance; Pisum; Passive transport; Biological system; Botany; Cell biology; Soil science; Membrane; Biochemistry; Water flow; Thermodynamics; Physics; Environmental science","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":[],"consensus_categories":[],"category_scores_codex":[0.000406588,0.0004964792,0.001024772,0.0003389219,0.0004719617,0.0007877849,0.00208223,0.002403059,0.002272747],"category_scores_gemma":[0.0007283585,0.0003118205,0.0009813986,0.0003404136,0.0008139873,0.003184389,0.0005943587,0.00149836,0.0009931116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008551922,"about_ca_system_score_gemma":0.0007018192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002352244,"about_ca_topic_score_gemma":0.001185767,"domain_scores_codex":[0.9998275,0.00002417543,0.000009772854,0.0000576822,0.00004792322,0.00003288711],"domain_scores_gemma":[0.9998093,0.00008234628,0.00002790822,0.00002833625,0.00003419725,0.00001792388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00009236822,0.00008567017,0.00117345,0.0004836491,0.00005826529,0.0006875876,0.0004072775,0.3805942,0.0889345,0.5124136,0.002663358,0.01240619],"study_design_scores_gemma":[0.00003414854,0.0000693198,0.0003336066,0.00001917066,0.00002067608,0.0002690385,0.00005408222,0.8851769,0.003746729,0.1040561,0.006176602,0.00004357871],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08567587,0.001448805,0.8929893,0.003653704,0.0003345801,0.0001692932,0.0005216022,0.0007382106,0.01446872],"genre_scores_gemma":[0.8736418,0.002510848,0.08751915,0.001171982,0.0002536123,0.0006848864,0.0003182704,0.000327843,0.03357166],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002403059,"threshold_uncertainty_score":0.007603109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04395711547418348,"score_gpt":0.2438666846829051,"score_spread":0.1999095692087217,"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."}}