{"id":"W2078180375","doi":"10.1007/s11538-013-9895-5","title":"Reaction-Diffusion Patterns in Plant Tip Morphogenesis: Bifurcations on Spherical Caps","year":2013,"lang":"en","type":"article","venue":"Bulletin of Mathematical Biology","topic":"Plant Reproductive Biology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"British Columbia Institute of Technology; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Brusselator; Flattening; Flatness (cosmology); Diffusion; RADIUS; Reaction–diffusion system; Morphogenesis; Cotyledon; Pattern formation; Biological system; Biophysics; Chemistry; Physics; Nonlinear system; Biology; Botany; Thermodynamics; Computer science","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":[0.0006304756,0.0005588692,0.0007616099,0.001031329,0.0005597592,0.001804608,0.001015178,0.001641412,0.002021048],"category_scores_gemma":[0.003945619,0.0006262712,0.001237223,0.0005364052,0.001446043,0.001388533,0.00115727,0.0009544251,0.0005167671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001177876,"about_ca_system_score_gemma":0.0004158716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001962962,"about_ca_topic_score_gemma":0.000995589,"domain_scores_codex":[0.9997818,0.00008000396,0.00001200541,0.00004399943,0.00004328272,0.00003887857],"domain_scores_gemma":[0.9985416,0.0007548187,0.0002857026,0.00009013673,0.0001430952,0.0001846687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002044533,0.00008966704,0.002299162,0.0001905702,0.00006307288,0.0005627407,0.0003649397,0.3959211,0.04078783,0.5451756,0.001758206,0.0125827],"study_design_scores_gemma":[0.00003434064,0.00002701184,0.0009295666,0.00001192625,0.00001671448,0.0001217434,0.00004917798,0.9247646,0.001517853,0.07205795,0.0004302975,0.00003892095],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6415978,0.001856927,0.3264848,0.001787846,0.0001408078,0.00009596645,0.0002029435,0.0003590658,0.027474],"genre_scores_gemma":[0.9874343,0.0005327243,0.007273117,0.00005743734,0.00003805515,0.00003719825,0.00004681868,0.00005018764,0.004530223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002021048,"threshold_uncertainty_score":0.008546114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01230930780488831,"score_gpt":0.2318916082153051,"score_spread":0.2195823004104167,"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."}}