{"id":"W2292543219","doi":"10.1111/gcb.13260","title":"Experimental whole‐lake increase of dissolved organic carbon concentration produces unexpected increase in crustacean zooplankton density","year":2016,"lang":"en","type":"article","venue":"Global Change Biology","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Canada Foundation for Innovation","keywords":"Zooplankton; Dissolved organic carbon; Seston; Environmental science; Productivity; Food web; Ecology; Ecosystem; Nutrient; Phytoplankton; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001519322,0.0003801493,0.0004388363,0.0001469647,0.0003435145,0.0005638613,0.0004843218,0.0004049155,0.001675201],"category_scores_gemma":[0.0002596311,0.000276194,0.0002899192,0.0001737607,0.0008550183,0.0003618397,0.0008167879,0.001120076,0.0001582484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007950485,"about_ca_system_score_gemma":0.0005101059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002450421,"about_ca_topic_score_gemma":0.006596252,"domain_scores_codex":[0.9997252,0.00002491447,0.00003123926,0.0001167659,0.00005015048,0.00005171145],"domain_scores_gemma":[0.9996154,0.00007273791,0.0001278699,0.00004931678,0.00003037267,0.0001042872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0008135042,0.0002884028,0.001708684,0.00006321873,0.00003799712,0.00003033702,0.00004550565,0.0001191301,0.9958859,0.00005772067,0.0000696456,0.0008799999],"study_design_scores_gemma":[0.0003506201,0.009523646,0.07217124,0.00001287838,0.0001849394,0.0001020272,0.000178107,0.0037209,0.9112335,0.000221162,0.002266537,0.00003435247],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982016,0.00007437391,0.000679123,0.000067983,0.00002467369,0.00006815614,0.0002477533,0.00004338911,0.0005929501],"genre_scores_gemma":[0.9950727,0.00009428473,0.002770701,0.0001930679,0.00001541762,0.0002879134,0.0003002544,0.00002797989,0.001237749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002450421,"threshold_uncertainty_score":0.005768538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01661460625627145,"score_gpt":0.2259419360687951,"score_spread":0.2093273298125237,"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."}}