{"id":"W2003251517","doi":"10.1371/journal.pbio.1001841","title":"Emergent Global Patterns of Ecosystem Structure and Function from a Mechanistic General Ecosystem Model","year":2014,"lang":"en","type":"article","venue":"PLoS Biology","topic":"Ecosystem dynamics and resilience","field":"Environmental Science","cited_by":225,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Microsoft Research","keywords":"Ecosystem; Trophic level; Ecology; Ecosystem model; Biology; Marine ecosystem; Biomass (ecology); Function (biology); Range (aeronautics); Ecosystem services; Macroecology; Theoretical ecology; Functional ecology; Environmental resource management; Biodiversity; Environmental science","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":[0.0004386316,0.0004681745,0.0003927845,0.0003732055,0.000296225,0.0006631229,0.0007532168,0.0007868718,0.001096703],"category_scores_gemma":[0.001051432,0.0002351009,0.0006309238,0.0003258699,0.0006551963,0.001173816,0.0006850392,0.0005259597,0.0001238649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008086671,"about_ca_system_score_gemma":0.0004951134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004458794,"about_ca_topic_score_gemma":0.003352703,"domain_scores_codex":[0.9999164,0.00003326663,0.000003278955,0.00001999398,0.000009906141,0.00001706331],"domain_scores_gemma":[0.9997954,0.00008441928,0.00003602449,0.00003134949,0.00002371997,0.00002910355],"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":[0.00002043118,0.00001734251,0.003241337,0.00002197869,0.00002660929,0.00008604029,0.00005666339,0.9700453,0.001701696,0.02275884,0.0003518213,0.001672018],"study_design_scores_gemma":[0.000009246225,0.00001567584,0.001618406,0.000005161994,0.0000110015,0.00003783613,0.00002621679,0.9753234,0.0001038513,0.02244078,0.0004004248,0.000008030793],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7842605,0.0003228733,0.1968817,0.001017832,0.00003412565,0.0000425861,0.0009040238,0.000238304,0.01629803],"genre_scores_gemma":[0.9885204,0.0002073926,0.009258483,0.0001205969,0.0000112049,0.0000638859,0.0002544507,0.00002657472,0.001536974],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004458794,"threshold_uncertainty_score":0.008865654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005866809773457159,"score_gpt":0.1915908011707417,"score_spread":0.1857239913972845,"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."}}