{"id":"W2950377981","doi":"10.1101/114876","title":"Spot Dynamics in a Reaction-Diffusion Model of Plant Root Hair Initiation","year":2017,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Plant Reproductive Biology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia Hospital","funders":"Engineering and Physical Sciences Research Council; Natural Sciences and Engineering Research Council of Canada","keywords":"Auxin; Nonlinear system; Arabidopsis thaliana; Biological system; Biophysics; Physics; Pattern formation; Bifurcation; Lateral root; Chemistry; Arabidopsis; Biology; Biochemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005405984,0.000949033,0.001194174,0.0006682485,0.0005743697,0.001268534,0.00127512,0.002647948,0.003342173],"category_scores_gemma":[0.001483864,0.0005851092,0.00105918,0.0003689408,0.001348708,0.001001381,0.001046721,0.0008615457,0.0004035973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001579735,"about_ca_system_score_gemma":0.0008126941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01935413,"about_ca_topic_score_gemma":0.005252512,"domain_scores_codex":[0.9997942,0.00006774938,0.000009550182,0.0000561419,0.00003817862,0.00003426143],"domain_scores_gemma":[0.9994035,0.000272002,0.0001167658,0.00002716941,0.00009053205,0.00009001696],"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":[0.00008604861,0.00003200319,0.0005990865,0.00004778195,0.00002498261,0.0002112993,0.00008145295,0.9688511,0.006695819,0.02239495,0.0002812498,0.0006942367],"study_design_scores_gemma":[0.00001263046,0.000008381641,0.00006232013,0.000001547879,0.000003478422,0.000007325072,0.00000704624,0.9987798,0.0001353176,0.0008813624,0.00009477888,0.000006094239],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5582604,0.001368526,0.397626,0.002437399,0.0002210782,0.0001840992,0.0007632338,0.0006144411,0.03852484],"genre_scores_gemma":[0.9729254,0.0003105772,0.01008679,0.0001129107,0.00002824281,0.0002017766,0.0001360282,0.00006045329,0.01613778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01935413,"threshold_uncertainty_score":0.03848296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01542873009778514,"score_gpt":0.2263177498899261,"score_spread":0.2108890197921409,"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."}}