{"id":"W1979302212","doi":"10.1016/j.tplants.2010.04.005","title":"Under pressure, cell walls set the pace","year":2010,"lang":"en","type":"article","venue":"Trends in Plant Science","topic":"Plant Reproductive Biology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":113,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Fonds Québécois de la Recherche sur la Nature et les Technologies; National Science Foundation","keywords":"Turgor pressure; Hydrostatic pressure; Osmotic pressure; Biology; Biophysics; Hydrostatic equilibrium; Potassium; Growth rate; Cell wall; Work (physics); Intracellular; Mechanics; Botany; Cell biology; Thermodynamics; Chemistry; Physics; Geometry","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":[0.000625197,0.0001019816,0.00007790841,0.00008023198,0.0001015087,0.00002317618,0.0006204045,0.00008591393,0.00003232715],"category_scores_gemma":[0.00007342014,0.0000652133,0.00002338222,0.0002763923,0.000581909,0.000005741108,0.00017969,0.0001878428,0.00001407261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004916412,"about_ca_system_score_gemma":0.00007542549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004203223,"about_ca_topic_score_gemma":0.0002929891,"domain_scores_codex":[0.9989154,0.00003634423,0.0001025245,0.000491909,0.000143879,0.0003098956],"domain_scores_gemma":[0.9993352,0.00002208437,0.00004946239,0.0005141664,0.00002811324,0.00005101041],"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":[0.00001954974,0.00002433051,0.005355874,0.000001303778,0.000002953861,0.000002639726,0.00004499498,0.00005079158,0.9885292,0.0004474691,0.005003179,0.0005176864],"study_design_scores_gemma":[0.0002397896,0.00009540084,0.1061259,0.00000273871,0.00000760206,0.0001386995,0.00005568591,0.0001659198,0.7172639,0.0001709151,0.1755205,0.00021294],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901993,0.0001744658,0.00002552421,0.0004958876,0.0004982944,0.00005744883,0.0001163861,0.000009068829,0.008423623],"genre_scores_gemma":[0.9961022,0.00002468252,0.0002178989,0.000197389,0.0001229362,0.000007311129,0.00006551389,0.000004467103,0.003257618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2712653,"threshold_uncertainty_score":0.2659321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01610049654403503,"score_gpt":0.2739681146598976,"score_spread":0.2578676181158626,"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."}}