{"id":"W1987314321","doi":"10.1016/j.ijsolstr.2010.12.006","title":"On the evolution of intrinsic curvature in rod-based models of growth in long slender plant stems","year":2010,"lang":"en","type":"article","venue":"International Journal of Solids and Structures","topic":"Tree Root and Stability Studies","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Ryerson University","keywords":"Curvature; Mechanics; Structural engineering; Mathematics; Geometry; Materials science; Engineering; Physics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001000477,0.0009791907,0.001065709,0.001102963,0.001020657,0.00191023,0.001776994,0.003116786,0.001708721],"category_scores_gemma":[0.004453133,0.0009235941,0.001363035,0.0007301011,0.002418929,0.001683371,0.001098769,0.001535564,0.0002294947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001910252,"about_ca_system_score_gemma":0.0009092505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01967227,"about_ca_topic_score_gemma":0.01156952,"domain_scores_codex":[0.9997901,0.00009105595,0.00001043972,0.0000376872,0.0000312482,0.00003937735],"domain_scores_gemma":[0.9982704,0.0009523653,0.0002739133,0.0001016114,0.0002040861,0.0001975633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002544447,0.00002468142,0.000673212,0.00002075686,0.00001183195,0.00006622019,0.00007309265,0.9781989,0.001157006,0.01885692,0.0001775145,0.0007144217],"study_design_scores_gemma":[0.00000270228,0.000004704883,0.0001287114,0.00000284364,0.000002298694,0.000005797066,0.00000778894,0.9976379,0.00005170427,0.002099962,0.00005027064,0.000005321076],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8308762,0.001688229,0.144251,0.001584002,0.000133595,0.00006558294,0.0003671855,0.0003887737,0.02064538],"genre_scores_gemma":[0.9895666,0.0004219708,0.005499246,0.00008071839,0.00002880302,0.00002831159,0.0001130344,0.0001246612,0.004136669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01967227,"threshold_uncertainty_score":0.03911555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009061944039215473,"score_gpt":0.2205159724531445,"score_spread":0.211454028413929,"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."}}