{"id":"W3212245162","doi":"10.1137/20m1378065","title":"Dynamics of a Diffusive Nutrient-Phytoplankton-Zooplankton Model with Spatio-temporal Delay","year":2021,"lang":"en","type":"article","venue":"SIAM Journal on Applied Mathematics","topic":"Mathematical and Theoretical Epidemiology and Ecology Models","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; China Scholarship Council; University of Waterloo","keywords":"Zooplankton; Phytoplankton; Dynamics (music); Nutrient; Environmental science; Computer science; Stability (learning theory); Diffusion; Oceanography; Ecology; Sociology; Geology; Biology; Physics; Machine learning","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005282793,0.0002650959,0.0009713992,0.00009621212,0.0001294747,0.00001346343,0.0001240428,0.0002590483,0.0004864514],"category_scores_gemma":[0.0002412272,0.0001713092,0.000172835,0.0001709852,0.0002979533,0.00003415903,0.00005020824,0.0006940351,0.00004181922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007418728,"about_ca_system_score_gemma":0.0002390114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":2.334754e-7,"about_ca_topic_score_gemma":0.000004123596,"domain_scores_codex":[0.9982083,0.00003704565,0.0007844631,0.0002424507,0.0003538738,0.000373857],"domain_scores_gemma":[0.9981553,0.0005335279,0.000427771,0.000354601,0.0002315439,0.0002972479],"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":[0.0007077908,0.001394409,0.0001464251,0.0005090796,0.0002307287,0.0002439603,0.0003896215,0.001431575,0.0002006866,0.9942775,0.0002696933,0.0001985],"study_design_scores_gemma":[0.002388183,0.0005491902,0.0000239644,0.0004351727,0.0003037212,0.001962669,0.0004200476,0.284452,0.002738694,0.7064583,0.00005555545,0.000212568],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3076213,0.000043174,0.649974,0.002268375,0.00006028191,0.0003266855,0.00002554979,0.00003581162,0.03964484],"genre_scores_gemma":[0.9055923,0.00007021825,0.09272329,0.000840707,0.00007271047,0.0000205834,0.00006483706,0.00003491685,0.0005804228],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.597971,"threshold_uncertainty_score":0.6985787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01689088486550442,"score_gpt":0.2614371049675409,"score_spread":0.2445462201020365,"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."}}