{"id":"W3000658230","doi":"10.1007/s11538-019-00674-1","title":"A Next-Generation Approach to Calculate Source–Sink Dynamics in Marine Metapopulations","year":2020,"lang":"en","type":"article","venue":"Bulletin of Mathematical Biology","topic":"Mathematical and Theoretical Epidemiology and Ecology Models","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Metapopulation; Biological dispersal; Sink (geography); Habitat; Ecology; Biological system; Environmental science; Computer science; Biology; Population; Geography; Cartography","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":[0.00137934,0.0004187003,0.0006174169,0.001045833,0.00105253,0.0007521191,0.002052881,0.001369749,0.00385649],"category_scores_gemma":[0.007128066,0.0006183406,0.0009361869,0.0004626104,0.0005038749,0.001463372,0.0009808308,0.001262401,0.0006398363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007523277,"about_ca_system_score_gemma":0.001075371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00849466,"about_ca_topic_score_gemma":0.01024056,"domain_scores_codex":[0.999772,0.0001171141,0.00001137644,0.00003400249,0.00004397337,0.00002161659],"domain_scores_gemma":[0.9980253,0.001177829,0.0000918946,0.0001753895,0.000427603,0.0001021249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004827703,0.00005888246,0.002427003,0.00004364091,0.0000945131,0.0001436421,0.0001043147,0.9349649,0.0008603139,0.03392671,0.0009995123,0.02632831],"study_design_scores_gemma":[0.000005414323,0.000004291484,0.00008582126,0.000003304619,0.000006455743,0.00001440392,0.000003694519,0.9952898,0.0000793256,0.00425116,0.000252846,0.000003452194],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03623332,0.0001647248,0.9607346,0.0002128176,0.0001056857,0.00003936451,0.00007206116,0.0003077612,0.002129784],"genre_scores_gemma":[0.3590005,0.0002167126,0.6342883,0.0003626929,0.0001084859,0.0003358823,0.0002404328,0.0002731446,0.005173943],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00849466,"threshold_uncertainty_score":0.01689047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07781274480269865,"score_gpt":0.2943994004622755,"score_spread":0.2165866556595769,"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."}}