{"id":"W2466321671","doi":"10.4171/jems/929","title":"Chemotactic waves of bacteria at the mesoscale","year":2019,"lang":"en","type":"preprint","venue":"Journal of the European Mathematical Society","topic":"Mathematical Biology Tumor Growth","field":"Mathematics","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Agence Nationale de la Recherche","keywords":"Uniqueness; Wave speed; Diffusion; Monotonic function; Work (physics); Chemotaxis; Physics; Cornerstone; Traveling wave; Mechanics; Reaction–diffusion system; Mathematical analysis; Classical mechanics; Mathematics; Chemistry; Thermodynamics; Geography","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":[0.000288925,0.0003825845,0.0002342658,0.0004759888,0.0003769759,0.001090187,0.0003754655,0.0006854662,0.000813755],"category_scores_gemma":[0.001462395,0.0001960757,0.0002842249,0.0002499145,0.0008799994,0.0009101281,0.0006970752,0.0006449758,0.0001571438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000650385,"about_ca_system_score_gemma":0.0003400761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001815483,"about_ca_topic_score_gemma":0.0008663759,"domain_scores_codex":[0.9999107,0.00003134528,0.000003069932,0.00001287218,0.00002538525,0.00001657896],"domain_scores_gemma":[0.9996951,0.0001359874,0.00007516106,0.00001872451,0.00003413554,0.00004094832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00008106148,0.00004124058,0.003085069,0.000127533,0.00004089129,0.00047096,0.0002533318,0.2255765,0.02899312,0.7296902,0.002621851,0.009018366],"study_design_scores_gemma":[0.00001820843,0.00002637148,0.001390437,0.00001700735,0.00001077353,0.0001017107,0.00006887983,0.8515744,0.0009319592,0.1443743,0.001472876,0.00001314841],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7819515,0.005394475,0.177658,0.003835721,0.0001957732,0.00004327452,0.0001935542,0.0002238546,0.03050376],"genre_scores_gemma":[0.9863099,0.001022992,0.008308594,0.00006048656,0.00007250003,0.00002811556,0.00004376915,0.00002460074,0.004129117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001815483,"threshold_uncertainty_score":0.004718959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0373955823633223,"score_gpt":0.2849990671781917,"score_spread":0.2476034848148694,"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."}}