{"id":"W2950079241","doi":"10.1093/jxb/erz288","title":"Mechanics of a plant in fluid flow","year":2019,"lang":"en","type":"review","venue":"Journal of Experimental Botany","topic":"Tree Root and Stability Studies","field":"Engineering","cited_by":87,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Fluid mechanics; Mechanics; Fluid dynamics; Solid mechanics; Physics; Classical mechanics; Geology","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":[0.0001989671,0.0002838368,0.001797596,0.0001972469,0.00001093033,0.000009762779,0.0002364704,0.0001531517,0.00004058598],"category_scores_gemma":[0.00002309677,0.0002199564,0.0005277549,0.0001494477,0.00001443961,0.00008248762,0.0000566836,0.0003215867,0.00001047027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003045191,"about_ca_system_score_gemma":0.00005709759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002046513,"about_ca_topic_score_gemma":0.00003283837,"domain_scores_codex":[0.9983631,0.00004141533,0.001050497,0.0001042986,0.0002527488,0.000187988],"domain_scores_gemma":[0.9993119,0.00008601826,0.0003420224,0.0001795959,0.00002657923,0.00005388593],"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":[0.0002392289,0.001581297,0.000115527,0.03708375,0.004475291,0.0007537793,0.00556244,0.0004740054,0.01352374,0.0006482232,0.01116089,0.9243819],"study_design_scores_gemma":[0.0008614163,0.0004702978,0.00001106897,0.0166717,0.0003487091,0.0003089704,0.0005460092,0.0006692865,0.001445658,0.00002800239,0.9780886,0.0005502555],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005196793,0.9979393,0.00003358961,0.000001951222,0.0009921357,0.0002135996,0.0000668322,0.00001052838,0.0002223482],"genre_scores_gemma":[0.004543947,0.9949899,0.0002946985,0.000001336859,0.0001076272,0.000006893404,0.000002332473,0.00003997544,0.00001326425],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9669277,"threshold_uncertainty_score":0.8969563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04236810169978396,"score_gpt":0.2952213100606597,"score_spread":0.2528532083608757,"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."}}