{"id":"W4313561817","doi":"10.1016/j.cub.2022.12.013","title":"Multiscale structural anisotropy steers plant organ actuation","year":2023,"lang":"en","type":"article","venue":"Current Biology","topic":"Tree Root and Stability Studies","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Human Frontier Science Program","keywords":"Turgor pressure; Biology; Biophysics; Cell wall; Epidermis (zoology); Xylem; Anisotropy; Swelling; Parenchyma; Microfibril; Botany; Anatomy; Cellulose; Physics; Materials science; Biochemistry","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":[0.00009215246,0.0001630466,0.0001595243,0.0001217477,0.0002013535,0.0003398769,0.0001784124,0.0001991751,0.0008705756],"category_scores_gemma":[0.0001721756,0.0002022106,0.0001186901,0.00005945234,0.0002801458,0.000334263,0.0003494886,0.0002947786,0.0001476048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002449737,"about_ca_system_score_gemma":0.0001312882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003167702,"about_ca_topic_score_gemma":0.0007402453,"domain_scores_codex":[0.9999394,0.000006044142,0.000002779644,0.00001742843,0.00001481765,0.0000196159],"domain_scores_gemma":[0.9998838,0.00002576145,0.00003428019,0.0000160308,0.00001174804,0.00002825677],"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":[0.00001461812,0.000005957659,0.0003068528,0.00001319158,0.000002313738,0.00002893501,0.00002122563,0.001187929,0.9966937,0.0002564885,0.00003573573,0.001433113],"study_design_scores_gemma":[0.00003962999,0.0003042115,0.04654471,0.00001734387,0.00002439457,0.0003666921,0.0002332543,0.1416839,0.803102,0.001740297,0.005887788,0.00005574613],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864074,0.0002642211,0.01161044,0.00007487727,0.00001254368,0.000008046472,0.00004065032,0.0001177038,0.001464098],"genre_scores_gemma":[0.998828,0.00005680559,0.0009098173,0.00001318059,0.000002861388,0.000005098183,0.00001414943,0.000006930244,0.0001630912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008705756,"threshold_uncertainty_score":0.002912402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02983980594120117,"score_gpt":0.279967564241797,"score_spread":0.2501277583005959,"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."}}