{"id":"W2107480447","doi":"10.1007/s11538-010-9589-1","title":"Restricted Diffusion in Cellular Media: (1+1)-Dimensional Model","year":2010,"lang":"en","type":"article","venue":"Bulletin of Mathematical Biology","topic":"Advanced Neuroimaging Techniques and Applications","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Diffusion; Space (punctuation); Membrane; Biological system; Eigenfunction; Cellular compartment; Physics; Biophysics; Chemistry; Cell; Computer science; Biology; Eigenvalues and eigenvectors; Quantum mechanics","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":[0.001927992,0.002384338,0.004374025,0.003113655,0.001303806,0.004228424,0.005399636,0.009944997,0.003886868],"category_scores_gemma":[0.007279285,0.001554651,0.002116157,0.003064792,0.005128814,0.006447993,0.003908536,0.003668409,0.001491821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002113003,"about_ca_system_score_gemma":0.001735662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009941927,"about_ca_topic_score_gemma":0.005428459,"domain_scores_codex":[0.9987425,0.0004945796,0.00006846558,0.0003032149,0.0002163431,0.0001749611],"domain_scores_gemma":[0.9959379,0.001893517,0.000743639,0.0002980424,0.0006485962,0.0004781755],"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":[0.0001129249,0.0001330956,0.001133181,0.0003714423,0.000091114,0.0006644331,0.0002466247,0.5299415,0.002784436,0.4555054,0.004255191,0.004760713],"study_design_scores_gemma":[0.00003366814,0.00002602585,0.0001631364,0.00001766611,0.00002958358,0.0001816001,0.00002481757,0.9386226,0.0001218645,0.05980208,0.0009261711,0.00005066618],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09445331,0.009480739,0.8404018,0.01126274,0.001191193,0.0002444912,0.001726695,0.0007544912,0.04048457],"genre_scores_gemma":[0.8406805,0.01047183,0.06929201,0.002088242,0.001945765,0.0006777302,0.001198417,0.0003721544,0.07327337],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009944997,"threshold_uncertainty_score":0.01976812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04201676429705043,"score_gpt":0.3194109647560132,"score_spread":0.2773942004589628,"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."}}