{"id":"W2074372176","doi":"10.1016/j.jde.2013.04.006","title":"Global dynamics of zooplankton and harmful algae in flowing habitats","year":2013,"lang":"en","type":"article","venue":"Journal of Differential Equations","topic":"Mathematical and Theoretical Epidemiology and Ecology Models","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Zooplankton; Algae; Limiting; Advection; Environmental science; Ecology; Alternative stable state; Habitat; Biology; Oceanography; Physics; Geology","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":[0.0002251337,0.00006622584,0.0003763546,0.00007000133,0.00002552827,0.000004696872,0.00004381184,0.00009923293,0.0005051356],"category_scores_gemma":[0.0008325297,0.00004533214,0.00008229737,0.00007108507,0.0001320448,0.00007158322,0.0000233854,0.0001543811,0.000005849048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003080759,"about_ca_system_score_gemma":0.00003564755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001794124,"about_ca_topic_score_gemma":0.0000305586,"domain_scores_codex":[0.9991509,0.00006372228,0.0005125409,0.00006126329,0.00009040758,0.0001211542],"domain_scores_gemma":[0.9992132,0.0004170042,0.0001034529,0.00005888483,0.0001033831,0.0001040812],"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":[0.000133298,0.0005261455,0.05208161,0.0001270253,0.0001471265,0.00001275593,0.0001712448,0.00007982476,0.0006544494,0.9415808,0.0001293892,0.004356303],"study_design_scores_gemma":[0.001584147,0.0004306349,0.283135,0.0002019784,0.0001791347,0.00008758526,0.0001162271,0.2637903,0.00005958177,0.450342,0.000002279057,0.00007108883],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7744099,0.00005366128,0.2221905,0.002338106,0.0000868148,0.00008383047,0.000003387669,0.000002340254,0.0008314995],"genre_scores_gemma":[0.9987844,0.00001542885,0.00103116,0.00009179634,0.00003781336,0.000002536769,0.000004450224,0.000002741662,0.0000297053],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4912388,"threshold_uncertainty_score":0.553088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02100743976744783,"score_gpt":0.2926712936606919,"score_spread":0.2716638538932441,"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."}}