{"id":"W2136488132","doi":"10.1111/j.1365-3040.2010.02258.x","title":"Linking irradiance‐induced changes in pit membrane ultrastructure with xylem vulnerability to cavitation","year":2010,"lang":"en","type":"article","venue":"Plant Cell & Environment","topic":"Plant Water Relations and Carbon Dynamics","field":"Environmental Science","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Canada Research Chairs","keywords":"Xylem; Middle lamella; Ultrastructure; Membrane; Scanning electron microscope; Botany; Porosity; Shading; Materials science; Cavitation; Transmission electron microscopy; Biology; Chemistry; Biophysics; Composite material; Cell wall; Biochemistry; Nanotechnology","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":[0.000233874,0.0002026249,0.0001624099,0.00005581686,0.00009332489,0.00002843934,0.0001858677,0.0001166227,0.0007253195],"category_scores_gemma":[0.000004353759,0.0001686942,0.00002201835,0.0001203301,0.00005673432,0.0001016655,0.00006372612,0.0003795317,0.0001920687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001766456,"about_ca_system_score_gemma":0.000005995319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003128502,"about_ca_topic_score_gemma":0.00447375,"domain_scores_codex":[0.9986336,0.00004143628,0.0001843773,0.0004635986,0.0003320063,0.0003449705],"domain_scores_gemma":[0.9994143,0.00004678358,0.00007005617,0.0003092668,0.000001249629,0.0001583307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00003643063,0.00009393215,0.1287699,0.0000109655,0.000003928374,0.00002586268,0.001177709,0.05925143,0.8070129,0.00001981918,0.00001135125,0.003585789],"study_design_scores_gemma":[0.00114261,0.0003331632,0.8495992,0.00004715307,0.00004212516,0.00008538694,0.0001512998,0.01523894,0.1177885,0.0002250179,0.01438332,0.00096322],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974467,0.000004077145,0.0001521786,0.0003149935,0.0001117225,0.0004089549,0.00008013203,0.00002250487,0.001458734],"genre_scores_gemma":[0.9962496,0.00002488363,0.003112299,0.0001610098,0.00003334918,0.00005448338,0.0001508824,0.00001767884,0.0001958121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7208293,"threshold_uncertainty_score":0.794174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005786934738987127,"score_gpt":0.180130873653203,"score_spread":0.1743439389142159,"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."}}