{"id":"W2325754099","doi":"10.3934/dcds.2014.34.5165","title":"On a Keller-Segel system with logarithmic sensitivity and non-diffusive chemical","year":2014,"lang":"en","type":"article","venue":"Discrete and Continuous Dynamical Systems","topic":"Mathematical Biology Tumor Growth","field":"Mathematics","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Logarithm; Sensitivity (control systems); Mathematics; Statistical physics; Mathematical analysis; Physics; Applied mathematics","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":[0.0005944134,0.001388822,0.001365985,0.001285287,0.001632602,0.001823545,0.001232653,0.002604499,0.002530965],"category_scores_gemma":[0.002290519,0.0005331633,0.0010121,0.0007425772,0.003182166,0.00172747,0.002421177,0.001184606,0.000209022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001638231,"about_ca_system_score_gemma":0.0009071235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007913634,"about_ca_topic_score_gemma":0.0032159,"domain_scores_codex":[0.9996241,0.00008860858,0.00001752462,0.00008124544,0.00009286284,0.00009562176],"domain_scores_gemma":[0.998885,0.0004257974,0.0002750951,0.00005462382,0.00009642573,0.0002631284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000339477,0.0001885648,0.005076839,0.0003353989,0.0001599372,0.002913485,0.0008213595,0.6190714,0.03801282,0.3265289,0.001330787,0.005221013],"study_design_scores_gemma":[0.00008707074,0.000091241,0.0008981648,0.00001811951,0.00003392895,0.0001988505,0.0001385004,0.9442442,0.001738695,0.05194767,0.0005413282,0.00006226281],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7901592,0.001233499,0.1889538,0.002570789,0.0001620516,0.0001451582,0.0003130089,0.0002183483,0.01624422],"genre_scores_gemma":[0.9847211,0.000439511,0.007867992,0.0001285519,0.00005449806,0.00006578399,0.0000951378,0.00001835643,0.006609036],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007913634,"threshold_uncertainty_score":0.01573515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005338017438182029,"score_gpt":0.2143028311741467,"score_spread":0.2089648137359647,"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."}}