{"id":"W2404662512","doi":"10.1016/j.camwa.2016.04.046","title":"Dynamics of a reaction–diffusion waterborne pathogen model with direct and indirect transmission","year":2016,"lang":"en","type":"article","venue":"Computers & Mathematics with Applications","topic":"Mathematical and Theoretical Epidemiology and Ecology Models","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Fundamental Research Funds for the Central Universities; National Natural Science Foundation of China","keywords":"Reaction–diffusion system; Transmission (telecommunications); Mathematics; Pathogen; Diffusion; Dynamics (music); Waterborne diseases; Biological system; Statistical physics; Mathematical analysis; Microbiology; Biology; Thermodynamics; Physics; Outbreak; Telecommunications; Acoustics; Computer science; Virology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002347044,0.000156874,0.0004681158,0.00006822696,0.0000861357,0.000003571511,0.00007616412,0.0001135401,0.00001617279],"category_scores_gemma":[0.00002025407,0.00007356308,0.00004338624,0.0001111959,0.0003591594,0.00004051042,0.00003119016,0.00008743205,0.000006078425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002409473,"about_ca_system_score_gemma":0.00003736155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001176823,"about_ca_topic_score_gemma":0.000002093645,"domain_scores_codex":[0.9991143,0.00002476489,0.0003147027,0.0002534611,0.0001123415,0.0001804031],"domain_scores_gemma":[0.9988654,0.0004581825,0.0001307349,0.0003069925,0.00008088272,0.0001577647],"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":[0.0004719601,0.001456338,0.0007563333,0.001233745,0.0002785981,0.000007825864,0.0008896004,0.0001450521,0.01820853,0.934184,0.00005843549,0.04230966],"study_design_scores_gemma":[0.002064613,0.0006546729,0.0006366581,0.001130894,0.0004684716,0.0002550241,0.00005693539,0.7052044,0.002057847,0.2870091,0.0001769828,0.0002844083],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07913409,0.00002382384,0.9146253,0.002353492,0.0000038364,0.000571273,0.00001329527,0.00006281226,0.003212038],"genre_scores_gemma":[0.7531667,0.0001054426,0.2460573,0.0001033872,0.00001358853,0.0001775073,0.00001778295,0.00002152716,0.0003366977],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7050593,"threshold_uncertainty_score":0.2999815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01321304283198226,"score_gpt":0.2418037931769769,"score_spread":0.2285907503449946,"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."}}