{"id":"W1995222165","doi":"10.1371/journal.pone.0039508","title":"Mass Flux Calculations Show Strong Allochthonous Support of Freshwater Zooplankton Production Is Unlikely","year":2012,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Science Foundation","keywords":"Zooplankton; Dissolved organic carbon; Environmental science; Phytoplankton; Carbon cycle; Flux (metallurgy); Terrestrial plant; Terrigenous sediment; Terrestrial ecosystem; Total organic carbon; Oceanography; Aquatic ecosystem; Carbon fibers; Ecosystem; Ecology; Environmental chemistry; Nutrient; Chemistry; Biology; Geology; Sedimentary rock","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":[0.001116113,0.0009061788,0.0006030627,0.0007797517,0.0005397322,0.000754304,0.0006269661,0.0006787119,0.005415045],"category_scores_gemma":[0.002807378,0.0003121441,0.0007950827,0.0007629865,0.0003996721,0.001024179,0.0004576626,0.0003719846,0.002565966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008212469,"about_ca_system_score_gemma":0.0005466763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005224927,"about_ca_topic_score_gemma":0.007908911,"domain_scores_codex":[0.9995857,0.00006012101,0.00003832338,0.0001152923,0.0001398461,0.00006060312],"domain_scores_gemma":[0.9988325,0.0005707917,0.0002792159,0.00009216033,0.0001834536,0.00004180727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000426498,0.0002065902,0.5799065,0.001662065,0.001236656,0.0008745714,0.0005050093,0.08149759,0.09490122,0.0215691,0.007158782,0.2100554],"study_design_scores_gemma":[0.00008882328,0.0005634225,0.6762109,0.0002413721,0.0003395692,0.0009926321,0.0004014427,0.2289008,0.03641935,0.02220529,0.03355456,0.00008173065],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8485023,0.002754071,0.1154261,0.0007559019,0.0002476131,0.0002406017,0.004136042,0.001492988,0.02644436],"genre_scores_gemma":[0.965589,0.0008447657,0.02743941,0.0003740383,0.00007181418,0.0002093713,0.001418055,0.0001872698,0.00386623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005415045,"threshold_uncertainty_score":0.01811516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04088063190653368,"score_gpt":0.2060084942603334,"score_spread":0.1651278623537997,"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."}}